James S. Duncan

375 papers A* 25A 14B 5C 1Misc 1Journal 165Unranked 161

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Fréchet radiomic distance (FRD): A versatile metric for comparing medical imaging datasets. Medical Image Anal. Nicholas Konz, Richard Osuala, Preeti Verma, Yuwen Chen, Hanxue Gu, Haoyu Dong, Yaqian Chen, Andrew Marshall, Lidia Garrucho, Kaisar Kushibar, Daniel Lang, Sungheon Gene Kim, Lars J. Grimm, John Lewin, James S. Duncan, Julia A. Schnabel, Oliver Díaz, Karim Lekadir, Maciej A. Mazurowski
2026	J	`jnl`	PET Head Motion Estimation Using Supervised Deep Learning With Attention. IEEE Trans. Medical Imaging Zhuotong Cai, Tianyi Zeng, Jiazhen Zhang, Eléonore V. Lieffrig, Kathryn Fontaine, Chenyu You, Enette Mae Revilla, James S. Duncan, Jingmin Xin, Yihuan Lu, John A. Onofrey
2025	J	`jnl`	2.5D Multi-View Averaging Diffusion Model for 3D Medical Image Translation: Application to Low-Count PET Reconstruction With CT-Less Attenuation Correction. IEEE Trans. Medical Imaging Tianqi Chen, Jun Hou, Yinchi Zhou, Huidong Xie, Xiongchao Chen, Qiong Liu, Xueqi Guo, Menghua Xia, James S. Duncan, Chi Liu, Bo Zhou
2025	J	`jnl`	A Flow-based Truncated Denoising Diffusion Model for super-resolution Magnetic Resonance Spectroscopic Imaging. Medical Image Anal. Siyuan Dong, Zhuotong Cai, Gilbert Hangel, Wolfgang Bogner, Georg Widhalm, Yaqing Huang, Qinghao Liang, Chenyu You, Chathura Kumaragamage, Robert K. Fulbright, Amit Mahajan, Amin Karbasi, John A. Onofrey, Robin A. de Graaf, James S. Duncan
2025	—	`conf`	Adapting Vision Foundation Models for Real-Time Ultrasound Image Segmentation. MICCAI (5) Xiaoran Zhang, Eric Z. Chen, Lin Zhao, Xiao Chen, Yikang Liu, Boris Maihe, James S. Duncan, Terrence Chen, Shanhui Sun
2025	J	`jnl`	Adapting Vision Foundation Models for Real-time Ultrasound Image Segmentation. CoRR Xiaoran Zhang, Eric Z. Chen, Lin Zhao, Xiao Chen, Yikang Liu, Boris Maihe, James S. Duncan, Terrence Chen, Shanhui Sun
2025	—	`conf`	Causal Modeling of FMRI Time-Series for Interpretable Autism Spectrum Disorder Classification. ISBI Peiyu Duan, Nicha C. Dvornek, Jiyao Wang, Lawrence H. Staib, James S. Duncan
2025	J	`jnl`	ETA: Energy-based Test-time Adaptation for Depth Completion. CoRR Younjoon Chung, Hyoungseob Park, Patrick Rim, Xiaoran Zhang, Jihe He, Ziyao Zeng, Safa Cicek, Byung-Woo Hong, James S. Duncan, Alex Wong
2025	J	`jnl`	PET Head Motion Estimation Using Supervised Deep Learning with Attention. CoRR Zhuotong Cai, Tianyi Zeng, Jiazhen Zhang, Eléonore V. Lieffrig, Kathryn Fontaine, Chenyu You, Enette Mae Revilla, James S. Duncan, Jingmin Xin, Yihuan Lu, John A. Onofrey
2025	J	`jnl`	POUR-Net: A Population-Prior-Aided Over-Under-Representation Network for Low-Count PET Attenuation Map Generation. IEEE Trans. Medical Imaging Bo Zhou, Jun Hou, Tianqi Chen, Yinchi Zhou, Xiongchao Chen, Huidong Xie, Qiong Liu, Xueqi Guo, Menghua Xia, Yu-Jung Tsai, Vladimir Y. Panin, Takuya Toyonaga, James S. Duncan, Chi Liu
2025	J	`jnl`	Progressive Test Time Energy Adaptation for Medical Image Segmentation. CoRR Xiaoran Zhang, Byung-Woo Hong, Hyoungseob Park, Daniel H. Pak, Anne-Marie Rickmann, Lawrence H. Staib, James S. Duncan, Alex Wong
2025	J	`jnl`	Snap-and-tune: combining deep learning and test-time optimization for high-fidelity cardiovascular volumetric meshing. CoRR Daniel H. Pak, Shubh Thaker, Kyle Baylous, Xiaoran Zhang, Danny Bluestein, James S. Duncan
2025	J	`jnl`	Style mixup enhanced disentanglement learning for unsupervised domain adaptation in medical image segmentation. Medical Image Anal. Zhuotong Cai, Jingmin Xin, Chenyu You, Peiwen Shi, Siyuan Dong, Nicha C. Dvornek, Nanning Zheng, James S. Duncan
2025	J	`jnl`	The Silent Majority: Demystifying Memorization Effect in the Presence of Spurious Correlations. CoRR Chenyu You, Haocheng Dai, Yifei Min, Jasjeet S. Sekhon, Sarang C. Joshi, James S. Duncan
2025	—	`conf`	Towards Zero-Shot Task-Generalizable Learning on FMRI. ISBI Jiyao Wang, Nicha C. Dvornek, Peiyu Duan, Lawrence H. Staib, James S. Duncan
2025	J	`jnl`	Towards Zero-Shot Task-Generalizable Learning on fMRI. CoRR Jiyao Wang, Nicha C. Dvornek, Peiyu Duan, Lawrence H. Staib, James S. Duncan
2025	J	`jnl`	Using Foundation Models as Pseudo-Label Generators for Pre-Clinical 4D Cardiac CT Segmentation. CoRR Anne-Marie Rickmann, Stephanie Thorn, Shawn S. Ahn, Supum Lee, Selen Uman, Taras Lysyy, Rachel Burns, Nicole Guerrera, Francis G. Spinale, Jason A. Burdick, Albert J. Sinusas, James S. Duncan
2025	—	`conf`	Using Foundation Models as Pseudo-label Generators for Pre-clinical 4D Cardiac CT Segmentation. FIMH (2) Anne-Marie Rickmann, Stephanie Thorn, Shawn S. Ahn, Supum Lee, Selen Uman, Taras Lysyy, Rachel Burns, Nicole Guerrera, Francis G. Spinale, Jason A. Burdick, Albert J. Sinusas, James S. Duncan
2024	J	`jnl`	2.5D Multi-view Averaging Diffusion Model for 3D Medical Image Translation: Application to Low-count PET Reconstruction with CT-less Attenuation Correction. CoRR Tianqi Chen, Jun Hou, Yinchi Zhou, Huidong Xie, Xiongchao Chen, Qiong Liu, Xueqi Guo, Menghua Xia, James S. Duncan, Chi Liu, Bo Zhou
2024	J	`jnl`	A Flow-based Truncated Denoising Diffusion Model for Super-resolution Magnetic Resonance Spectroscopic Imaging. CoRR Siyuan Dong, Zhuotong Cai, Gilbert Hangel, Wolfgang Bogner, Georg Widhalm, Yaqing Huang, Qinghao Liang, Chenyu You, Chathura Kumaragamage, Robert K. Fulbright, Amit Mahajan, Amin Karbasi, John A. Onofrey, Robin A. de Graaf, James S. Duncan
2024	J	`jnl`	AI-powered multimodal modeling of personalized hemodynamics in aortic stenosis. CoRR Caglar Ozturk, Daniel H. Pak, Luca Rosalia, Debkalpa Goswami, Mary E. Robakowski, Raymond McKay, Christopher T. Nguyen, James S. Duncan, Ellen T. Roche
2024	—	`conf`	Adaptive Correspondence Scoring for Unsupervised Medical Image Registration. ECCV (38) Xiaoran Zhang, John C. Stendahl, Lawrence H. Staib, Albert J. Sinusas, Alex Wong, James S. Duncan
2024	A*	`conf`	Calibrating Multi-modal Representations: A Pursuit of Group Robustness without Annotations. CVPR Chenyu You, Yifei Min, Weicheng Dai, Jasjeet S. Sekhon, Lawrence H. Staib, James S. Duncan
2024	J	`jnl`	Calibrating Multi-modal Representations: A Pursuit of Group Robustness without Annotations. CoRR Chenyu You, Yifei Min, Weicheng Dai, Jasjeet S. Sekhon, Lawrence H. Staib, James S. Duncan
2024	J	`jnl`	Cascaded Multi-path Shortcut Diffusion Model for Medical Image Translation. CoRR Yinchi Zhou, Tianqi Chen, Jun Hou, Huidong Xie, Nicha C. Dvornek, S. Kevin Zhou, David L. Wilson, James S. Duncan, Chi Liu, Bo Zhou
2024	J	`jnl`	Cascaded Multi-path Shortcut Diffusion Model for Medical Image Translation. Medical Image Anal. Yinchi Zhou, Tianqi Chen, Jun Hou, Huidong Xie, Nicha C. Dvornek, S. Kevin Zhou, David L. Wilson, James S. Duncan, Chi Liu, Bo Zhou
2024	—	`conf`	Class-Aware Mutual Mixup with Triple Alignments for Semi-supervised Cross-Domain Segmentation. MICCAI (8) Zhuotong Cai, Jingmin Xin, Tianyi Zeng, Siyuan Dong, Nanning Zheng, James S. Duncan
2024	J	`jnl`	Coordinate-Independent 3-D Ultrasound Principal Stretch and Direction Imaging. IEEE Trans. Biomed. Eng. Geng-Shi Jeng, Po-Syun Chen, Min-Yen Hsieh, Zhao Liu, Jonathan Langdon, Shawn S. Ahn, Lawrence H. Staib, John C. Stendahl, Stephanie Thorn, Albert J. Sinusas, James S. Duncan, Matthew O'Donnell
2024	J	`jnl`	DuDoCFNet: Dual-Domain Coarse-to-Fine Progressive Network for Simultaneous Denoising, Limited-View Reconstruction, and Attenuation Correction of Cardiac SPECT. IEEE Trans. Medical Imaging Xiongchao Chen, Bo Zhou, Xueqi Guo, Huidong Xie, Qiong Liu, James S. Duncan, Albert J. Sinusas, Chi Liu
2024	J	`jnl`	Dual-Domain Coarse-to-Fine Progressive Estimation Network for Simultaneous Denoising, Limited-View Reconstruction, and Attenuation Correction of Cardiac SPECT. CoRR Xiongchao Chen, Bo Zhou, Xueqi Guo, Huidong Xie, Qiong Liu, James S. Duncan, Albert J. Sinusas, Chi Liu
2024	—	`conf`	Heteroscedastic Uncertainty Estimation Framework for Unsupervised Registration. MICCAI (2) Xiaoran Zhang, Daniel H. Pak, Shawn S. Ahn, Xiaoxiao Li, Chenyu You, Lawrence H. Staib, Albert J. Sinusas, Alexandra L. N. Wong, James S. Duncan
2024	J	`jnl`	Medical image registration via neural fields. Medical Image Anal. Shanlin Sun, Kun Han, Chenyu You, Hao Tang, Deying Kong, Junayed Naushad, Xiangyi Yan, Haoyu Ma, Pooya Khosravi, James S. Duncan, Xiaohui Xie
2024	J	`jnl`	Mine yOur owN Anatomy: Revisiting Medical Image Segmentation With Extremely Limited Labels. IEEE Trans. Pattern Anal. Mach. Intell. Chenyu You, Weicheng Dai, Fenglin Liu, Yifei Min, Nicha C. Dvornek, Xiaoxiao Li, David A. Clifton, Lawrence H. Staib, James S. Duncan
2024	J	`jnl`	Multi-Task Learning for Motion Analysis and Segmentation in 3D Echocardiography. IEEE Trans. Medical Imaging Kevinminh Ta, Shawn S. Ahn, Stephanie Thorn, John C. Stendahl, Xiaoran Zhang, Jonathan Langdon, Lawrence H. Staib, Albert J. Sinusas, James S. Duncan
2024	—	`conf`	PDM: A Plug-and-Play Perturbed Multi-path Diffusion Module for Simultaneous Medical Image Segmentation Improvement and Uncertainty Estimation. MLMI@MICCAI (1) Bo Zhou, Tianqi Chen, Jun Hou, Yinchi Zhou, Huidong Xie, Chi Liu, James S. Duncan
2024	J	`jnl`	POUR-Net: A Population-Prior-Aided Over-Under-Representation Network for Low-Count PET Attenuation Map Generation. CoRR Bo Zhou, Jun Hou, Tianqi Chen, Yinchi Zhou, Xiongchao Chen, Huidong Xie, Qiong Liu, Xueqi Guo, Yu-Jung Tsai, Vladimir Y. Panin, Takuya Toyonaga, James S. Duncan, Chi Liu
2024	J	`jnl`	Patient-Specific Heart Geometry Modeling for Solid Biomechanics Using Deep Learning. IEEE Trans. Medical Imaging Daniel H. Pak, Minliang Liu, Theodore Kim, Liang Liang, Andrés Caballero, John A. Onofrey, Shawn S. Ahn, Yilin Xu, Raymond McKay, Wei Sun, Rudolph L. Gleason, James S. Duncan
2024	J	`jnl`	Prior knowledge-guided vision-transformer-based unsupervised domain adaptation for intubation prediction in lung disease at one week. Comput. Medical Imaging Graph. Junlin Yang, John Anderson Garcia Henao, Nicha C. Dvornek, Jianchun He, Danielle V. Bower, Arno Depotter, Herkus Bajercius, Aurélie Pahud de Mortanges, Chenyu You, Christopher Gange, Roberta Eufrasia Ledda, Mario Silva, Charles S. Dela Cruz, Wolf Hautz, Harald M. Bonel, Mauricio Reyes, Lawrence H. Staib, Alexander Poellinger, James S. Duncan
2024	J	`jnl`	Robust automated calcification meshing for biomechanical cardiac digital twins. CoRR Daniel H. Pak, Minliang Liu, Theodore Kim, Caglar Ozturk, Raymond McKay, Ellen T. Roche, Rudolph L. Gleason, James S. Duncan
2024	J	`jnl`	Robust automated calcification meshing for personalized cardiovascular biomechanics. npj Digit. Medicine Daniel H. Pak, Minliang Liu, Theodore Kim, Caglar Ozturk, Raymond McKay, Ellen T. Roche, Rudolph L. Gleason, James S. Duncan
2024	J	`jnl`	STNAGNN: Spatiotemporal Node Attention Graph Neural Network for Task-based fMRI Analysis. CoRR Jiyao Wang, Nicha C. Dvornek, Peiyu Duan, Lawrence H. Staib, Pamela Ventola, James S. Duncan
2024	—	`conf`	Spectral Brain Graph Neural Network for Prediction of Anxiety in Children with Autism Spectrum Disorder. ISBI Peiyu Duan, Nicha C. Dvornek, Jiyao Wang, Jeffrey Eilbott, Yuexi Du, Denis G. Sukhodolsky, James S. Duncan
2024	Misc	`conf`	Symmetric Consistency with Cross-Domain Mixup for Cross-Modality Cardiac Segmentation. ICASSP Zhuotong Cai, Jingmin Xin, Siyuan Dong, John A. Onofrey, Nanning Zheng, James S. Duncan
2023	—	`conf`	ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast. MICCAI (4) Chenyu You, Weicheng Dai, Yifei Min, Lawrence H. Staib, Jasjeet S. Sekhon, James S. Duncan
2023	J	`jnl`	ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast. CoRR Chenyu You, Weicheng Dai, Yifei Min, Lawrence H. Staib, Jasjeet S. Sekhon, James S. Duncan
2023	J	`jnl`	An Adaptive Correspondence Scoring Framework for Unsupervised Image Registration of Medical Images. CoRR Xiaoran Zhang, John C. Stendahl, Lawrence H. Staib, Albert J. Sinusas, Alexandra L. N. Wong, James S. Duncan
2023	—	`conf`	Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-Aware Contrastive Distillation. IPMI Chenyu You, Weicheng Dai, Yifei Min, Lawrence H. Staib, James S. Duncan
2023	J	`jnl`	Co-attention spatial transformer network for unsupervised motion tracking and cardiac strain analysis in 3D echocardiography. Medical Image Anal. Shawn S. Ahn, Kevinminh Ta, Stephanie Thorn, John A. Onofrey, Inga H. Melvinsdottir, Supum Lee, Jonathan Langdon, Albert J. Sinusas, James S. Duncan
2023	—	`conf`	Copy Number Variation Informs fMRI-Based Prediction of Autism Spectrum Disorder. MLCN@MICCAI Nicha C. Dvornek, Catherine Sullivan, James S. Duncan, Abha R. Gupta
2023	J	`jnl`	Copy Number Variation Informs fMRI-based Prediction of Autism Spectrum Disorder. CoRR Nicha C. Dvornek, Catherine Sullivan, James S. Duncan, Abha R. Gupta
2023	—	`conf`	Cross-Attention for Improved Motion Correction in Brain PET. MLCN@MICCAI Zhuotong Cai, Tianyi Zeng, Eléonore V. Lieffrig, Jiazhen Zhang, Fuyao Chen, Takuya Toyonaga, Chenyu You, Jingmin Xin, Nanning Zheng, Yihuan Lu, James S. Duncan, John A. Onofrey
2023	A	`conf`	DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction. WACV Bo Zhou, Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Chi Liu, James S. Duncan, Michal Sofka
2023	J	`jnl`	Deep Learning for Breast MRI Style Transfer with Limited Training Data. CoRR Shixing Cao, Nicholas Konz, James S. Duncan, Maciej A. Mazurowski
2023	J	`jnl`	Deep Learning for Breast MRI Style Transfer with Limited Training Data. J. Digit. Imaging Shixing Cao, Nicholas Konz, James S. Duncan, Maciej A. Mazurowski
2023	J	`jnl`	DuSFE: Dual-Channel Squeeze-Fusion-Excitation co-attention for cross-modality registration of cardiac SPECT and CT. Medical Image Anal. Xiongchao Chen, Bo Zhou, Huidong Xie, Xueqi Guo, Jiazhen Zhang, James S. Duncan, Edward J. Miller, Albert J. Sinusas, John A. Onofrey, Chi Liu
2023	J	`jnl`	Dual-Domain Self-Supervised Learning for Accelerated Non-Cartesian MRI Reconstruction. CoRR Bo Zhou, Jo Schlemper, Neel Dey, Seyed Sadegh Mohseni Salehi, Kevin N. Sheth, Chi Liu, James S. Duncan, Michal Sofka
2023	J	`jnl`	FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare. CoRR Karim Lekadir, Aasa Feragen, Abdul Joseph Fofanah, Alejandro F. Frangi, Alena Buyx, Anais Emelie, Andrea Lara, Antonio R. Porras, An-Wen Chan, Arcadi Navarro, Ben Glocker, Benard Ohene Botwe, Bishesh Khanal, Brigit Beger, Carol C. Wu, Celia Cintas, Curtis P. Langlotz, Daniel Rueckert, Deogratias Mzurikwao, Dimitrios I. Fotiadis, Doszhan Zhussupov, Enzo Ferrante, Erik Meijering, Eva Weicken, Fabio A. González, Folkert W. Asselbergs, Fred W. Prior, Gabriel P. Krestin, Gary S. Collins, Geletaw Sahle Tegenaw, Georgios Kaissis, Gianluca Misuraca, Gianna Tsakou, Girish Dwivedi, Haridimos Kondylakis, Harsha Jayakody, Henry C. Woodruff, Hugo J. W. L. Aerts, Ian Walsh, Ioanna Chouvarda, Irène Buvat, Islem Rekik, James S. Duncan, Jayashree Kalpathy-Cramer, Jihad Zahir, Jinah Park, John Mongan, Judy W. Gichoya, Julia A. Schnabel, et al.
2023	—	`conf`	Fast-MC-PET: A Novel Deep Learning-Aided Motion Correction and Reconstruction Framework for Accelerated PET. IPMI Bo Zhou, Yu-Jung Tsai, Jiazhen Zhang, Xueqi Guo, Huidong Xie, Xiongchao Chen, Tianshun Miao, Yihuan Lu, James S. Duncan, Chi Liu
2023	J	`jnl`	Fast-MC-PET: A Novel Deep Learning-aided Motion Correction and Reconstruction Framework for Accelerated PET. CoRR Bo Zhou, Yu-Jung Tsai, Jiazhen Zhang, Xueqi Guo, Huidong Xie, Xiongchao Chen, Tianshun Miao, Yihuan Lu, James S. Duncan, Chi Liu
2023	J	`jnl`	FedFTN: Personalized Federated Learning with Deep Feature Transformation Network for Multi-institutional Low-count PET Denoising. CoRR Bo Zhou, Huidong Xie, Qiong Liu, Xiongchao Chen, Xueqi Guo, Zhicheng Feng, S. Kevin Zhou, Biao Li, Axel Rominger, Kuangyu Shi, James S. Duncan, Chi Liu
2023	J	`jnl`	FedFTN: Personalized federated learning with deep feature transformation network for multi-institutional low-count PET denoising. Medical Image Anal. Bo Zhou, Huidong Xie, Qiong Liu, Xiongchao Chen, Xueqi Guo, Zhicheng Feng, Jun Hou, S. Kevin Zhou, Biao Li, Axel Rominger, Kuangyu Shi, James S. Duncan, Chi Liu
2023	J	`jnl`	Heteroscedastic Uncertainty Estimation for Probabilistic Unsupervised Registration of Noisy Medical Images. CoRR Xiaoran Zhang, Daniel H. Pak, Shawn S. Ahn, Xiaoxiao Li, Chenyu You, Lawrence H. Staib, Albert J. Sinusas, Alexandra L. N. Wong, James S. Duncan
2023	—	`conf`	Implicit Anatomical Rendering for Medical Image Segmentation with Stochastic Experts. MICCAI (3) Chenyu You, Weicheng Dai, Yifei Min, Lawrence H. Staib, James S. Duncan
2023	J	`jnl`	Implicit Anatomical Rendering for Medical Image Segmentation with Stochastic Experts. CoRR Chenyu You, Weicheng Dai, Yifei Min, Lawrence H. Staib, James S. Duncan
2023	—	`conf`	Learning Sequential Information in Task-Based fMRI for Synthetic Data Augmentation. MLCN@MICCAI Jiyao Wang, Nicha C. Dvornek, Lawrence H. Staib, James S. Duncan
2023	J	`jnl`	Learning Sequential Information in Task-based fMRI for Synthetic Data Augmentation. CoRR Jiyao Wang, Nicha C. Dvornek, Lawrence H. Staib, James S. Duncan
2023	—	`conf`	Localized Region Contrast for Enhancing Self-supervised Learning in Medical Image Segmentation. MICCAI (2) Xiangyi Yan, Junayed Naushad, Chenyu You, Hao Tang, Shanlin Sun, Kun Han, Haoyu Ma, James S. Duncan, Xiaohui Xie
2023	—	`conf`	MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation. MICCAI (1) Kun Han, Yifeng Xiong, Chenyu You, Pooya Khosravi, Shanlin Sun, Xiangyi Yan, James S. Duncan, Xiaohui Xie
2023	—	`conf`	Meta-information-Aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CT. IPMI Bo Zhou, Yingda Xia, Jiawen Yao, Le Lu, Jingren Zhou, Chi Liu, James S. Duncan, Ling Zhang
2023	J	`jnl`	Meta-information-aware Dual-path Transformer for Differential Diagnosis of Multi-type Pancreatic Lesions in Multi-phase CT. CoRR Bo Zhou, Yingda Xia, Jiawen Yao, Le Lu, Jingren Zhou, Chi Liu, James S. Duncan, Ling Zhang
2023	J	`jnl`	Preserved Edge Convolutional Neural Network for Sensitivity Enhancement of Deuterium Metabolic Imaging (DMI). CoRR Siyuan Dong, Henk M. De Feyter, Monique A. Thomas, Robin A. de Graaf, James S. Duncan
2023	—	`conf`	Rapid Brain Meninges Surface Reconstruction with Layer Topology Guarantee. ISBI Peiyu Duan, Yuan Xue, Shuo Han, Lianrui Zuo, Aaron Carass, Caitlyn Bernhard, Savannah Hays, Peter A. Calabresi, Susan M. Resnick, James S. Duncan, Jerry L. Prince
2023	A*	`conf`	Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective. NeurIPS Chenyu You, Weicheng Dai, Yifei Min, Fenglin Liu, David A. Clifton, S. Kevin Zhou, Lawrence H. Staib, James S. Duncan
2023	J	`jnl`	Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective. CoRR Chenyu You, Weicheng Dai, Yifei Min, Fenglin Liu, Xiaoran Zhang, Chen Feng, David A. Clifton, S. Kevin Zhou, Lawrence Hamilton Staib, James S. Duncan
2023	—	`conf`	Unsupervised Domain Adaptation by Cross-Prototype Contrastive Learning for Medical Image Segmentation. BIBM Zhuotong Cai, Jingmin Xin, Siyuan Dong, Chenyu You, Peiwen Shi, Tianyi Zeng, Jiazhen Zhang, John A. Onofrey, Nanning Zheng, James S. Duncan
2022	J	`jnl`	Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation. CoRR Chenyu You, Weicheng Dai, Lawrence H. Staib, James S. Duncan
2022	A*	`conf`	Class-Aware Adversarial Transformers for Medical Image Segmentation. NeurIPS Chenyu You, Ruihan Zhao, Fenglin Liu, Siyuan Dong, Sandeep Chinchali, Ufuk Topcu, Lawrence H. Staib, James S. Duncan
2022	J	`jnl`	Class-Aware Generative Adversarial Transformers for Medical Image Segmentation. CoRR Chenyu You, Ruihan Zhao, Fenglin Liu, Sandeep Chinchali, Ufuk Topcu, Lawrence H. Staib, James S. Duncan
2022	J	`jnl`	DSFormer: A Dual-domain Self-supervised Transformer for Accelerated Multi-contrast MRI Reconstruction. CoRR Bo Zhou, Jo Schlemper, Neel Dey, Seyed Sadegh Mohseni Salehi, Chi Liu, James S. Duncan, Michal Sofka
2022	J	`jnl`	DuDoDR-Net: Dual-domain data consistent recurrent network for simultaneous sparse view and metal artifact reduction in computed tomography. Medical Image Anal. Bo Zhou, Xiongchao Chen, S. Kevin Zhou, James S. Duncan, Chi Liu
2022	J	`jnl`	DuDoUFNet: Dual-Domain Under-to-Fully-Complete Progressive Restoration Network for Simultaneous Metal Artifact Reduction and Low-Dose CT Reconstruction. IEEE Trans. Medical Imaging Bo Zhou, Xiongchao Chen, Huidong Xie, S. Kevin Zhou, James S. Duncan, Chi Liu
2022	J	`jnl`	Dual-domain self-supervised learning for accelerated non-Cartesian MRI reconstruction. Medical Image Anal. Bo Zhou, Jo Schlemper, Neel Dey, Seyed Sadegh Mohseni Salehi, Kevin N. Sheth, Chi Liu, James S. Duncan, Michal Sofka
2022	—	`conf`	Flow-Based Visual Quality Enhancer for Super-Resolution Magnetic Resonance Spectroscopic Imaging. DGM4MICCAI@MICCAI Siyuan Dong, Gilbert Hangel, Eric Z. Chen, Shanhui Sun, Wolfgang Bogner, Georg Widhalm, Chenyu You, John A. Onofrey, Robin A. de Graaf, James S. Duncan
2022	J	`jnl`	Flow-based Visual Quality Enhancer for Super-resolution Magnetic Resonance Spectroscopic Imaging. CoRR Siyuan Dong, Gilbert Hangel, Eric Z. Chen, Shanhui Sun, Wolfgang Bogner, Georg Widhalm, Chenyu You, John A. Onofrey, Robin A. de Graaf, James S. Duncan
2022	—	`conf`	Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation. DeCaF/FAIR@MICCAI Chenyu You, Jinlin Xiang, Kun Su, Xiaoran Zhang, Siyuan Dong, John A. Onofrey, Lawrence H. Staib, James S. Duncan
2022	J	`jnl`	Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation. CoRR Chenyu You, Jinlin Xiang, Kun Su, Xiaoran Zhang, Siyuan Dong, John A. Onofrey, Lawrence H. Staib, James S. Duncan
2022	—	`conf`	Learning Correspondences of Cardiac Motion from Images Using Biomechanics-Informed Modeling. STACOM@MICCAI Xiaoran Zhang, Chenyu You, Shawn S. Ahn, Juntang Zhuang, Lawrence H. Staib, James S. Duncan
2022	J	`jnl`	Learning correspondences of cardiac motion from images using biomechanics-informed modeling. CoRR Xiaoran Zhang, Chenyu You, Shawn S. Ahn, Juntang Zhuang, Lawrence H. Staib, James S. Duncan
2022	J	`jnl`	Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels. CoRR Chenyu You, Weicheng Dai, Fenglin Liu, Haoran Su, Xiaoran Zhang, Lawrence H. Staib, James S. Duncan
2022	—	`conf`	Momentum Contrastive Voxel-Wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation. MICCAI (4) Chenyu You, Ruihan Zhao, Lawrence H. Staib, James S. Duncan
2022	—	`conf`	Multi-scale Super-Resolution Magnetic Resonance Spectroscopic Imaging with Adjustable Sharpness. MICCAI (6) Siyuan Dong, Gilbert Hangel, Wolfgang Bogner, Georg Widhalm, Karl Rössler, Siegfried Trattnig, Chenyu You, Robin A. de Graaf, John A. Onofrey, James S. Duncan
2022	J	`jnl`	Multi-scale Super-resolution Magnetic Resonance Spectroscopic Imaging with Adjustable Sharpness. CoRR Siyuan Dong, Gilbert Hangel, Wolfgang Bogner, Georg Widhalm, Karl Rössler, Siegfried Trattnig, Chenyu You, Robin A. de Graaf, John A. Onofrey, James S. Duncan
2022	J	`jnl`	SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation. IEEE Trans. Medical Imaging Chenyu You, Yuan Zhou, Ruihan Zhao, Lawrence H. Staib, James S. Duncan
2022	A*	`conf`	Surrogate Gap Minimization Improves Sharpness-Aware Training. ICLR Juntang Zhuang, Boqing Gong, Liangzhe Yuan, Yin Cui, Hartwig Adam, Nicha C. Dvornek, Sekhar Tatikonda, James S. Duncan, Ting Liu
2022	J	`jnl`	Surrogate Gap Minimization Improves Sharpness-Aware Training. CoRR Juntang Zhuang, Boqing Gong, Liangzhe Yuan, Yin Cui, Hartwig Adam, Nicha C. Dvornek, Sekhar Tatikonda, James S. Duncan, Ting Liu
2021	J	`jnl`	A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises. Proc. IEEE S. Kevin Zhou, Hayit Greenspan, Christos Davatzikos, James S. Duncan, Bram van Ginneken, Anant Madabhushi, Jerry L. Prince, Daniel Rueckert, Ronald M. Summers
2021	—	`conf`	Anatomy-Constrained Contrastive Learning for Synthetic Segmentation Without Ground-Truth. MICCAI (1) Bo Zhou, Chi Liu, James S. Duncan
2021	J	`jnl`	Anatomy-Constrained Contrastive Learning for Synthetic Segmentation without Ground-truth. CoRR Bo Zhou, Chi Liu, James S. Duncan
2021	J	`jnl`	Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and Registration. CoRR Bo Zhou, Zachary Augenfeld, Julius Chapiro, S. Kevin Zhou, Chi Liu, James S. Duncan
2021	J	`jnl`	Anatomy-guided multimodal registration by learning segmentation without ground truth: Application to intraprocedural CBCT/MR liver segmentation and registration. Medical Image Anal. Bo Zhou, Zachary Augenfeld, Julius Chapiro, S. Kevin Zhou, Chi Liu, James S. Duncan
2021	J	`jnl`	BrainGNN: Interpretable Brain Graph Neural Network for fMRI Analysis. Medical Image Anal. Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek, Muhan Zhang, Siyuan Gao, Juntang Zhuang, Dustin Scheinost, Lawrence H. Staib, Pamela Ventola, James S. Duncan
2021	J	`jnl`	Demographic-Guided Attention in Recurrent Neural Networks for Modeling Neuropathophysiological Heterogeneity. CoRR Nicha C. Dvornek, Xiaoxiao Li, Juntang Zhuang, Pamela Ventola, James S. Duncan
2021	—	`conf`	Distortion Energy for Deep Learning-Based Volumetric Finite Element Mesh Generation for Aortic Valves. MICCAI (6) Daniel H. Pak, Minliang Liu, Theodore Kim, Liang Liang, Raymond McKay, Wei Sun, James S. Duncan
2021	J	`jnl`	Estimating Reproducible Functional Networks Associated with Task Dynamics using Unsupervised LSTMs. CoRR Nicha C. Dvornek, Pamela Ventola, James S. Duncan
2021	—	`conf`	High-Resolution Magnetic Resonance Spectroscopic Imaging using a Multi-Encoder Attention U-Net with Structural and Adversarial Loss. EMBC Siyuan Dong, Gilbert Hangel, Wolfgang Bogner, Siegfried Trattnig, Karl Rössler, Georg Widhalm, Henk M. De Feyter, Robin A. de Graaf, James S. Duncan
2021	J	`jnl`	Learning-Based Regularization for Cardiac Strain Analysis via Domain Adaptation. IEEE Trans. Medical Imaging Allen Lu, Shawn S. Ahn, Kevinminh Ta, Nripesh Parajuli, John C. Stendahl, Zhao Liu, Nabil Boutagy, Geng-Shi Jeng, Lawrence H. Staib, Matthew O'Donnell, Albert J. Sinusas, James S. Duncan
2021	J	`jnl`	Limited View Tomographic Reconstruction Using a Cascaded Residual Dense Spatial-Channel Attention Network With Projection Data Fidelity Layer. IEEE Trans. Medical Imaging Bo Zhou, S. Kevin Zhou, James S. Duncan, Chi Liu
2021	A*	`conf`	MALI: A memory efficient and reverse accurate integrator for Neural ODEs. ICLR Juntang Zhuang, Nicha C. Dvornek, Sekhar Tatikonda, James S. Duncan
2021	J	`jnl`	MALI: A memory efficient and reverse accurate integrator for Neural ODEs. CoRR Juntang Zhuang, Nicha C. Dvornek, Sekhar Tatikonda, James S. Duncan
2021	J	`jnl`	MDPET: A Unified Motion Correction and Denoising Adversarial Network for Low-Dose Gated PET. IEEE Trans. Medical Imaging Bo Zhou, Yu-Jung Tsai, Xiongchao Chen, James S. Duncan, Chi Liu
2021	A*	`conf`	Momentum Centering and Asynchronous Update for Adaptive Gradient Methods. NeurIPS Juntang Zhuang, Yifan Ding, Tommy Tang, Nicha C. Dvornek, Sekhar Tatikonda, James S. Duncan
2021	J	`jnl`	Momentum Centering and Asynchronous Update for Adaptive Gradient Methods. CoRR Juntang Zhuang, Yifan Ding, Tommy Tang, Nicha C. Dvornek, Sekhar Tatikonda, James S. Duncan
2021	J	`jnl`	Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation. CoRR Chenyu You, Ruihan Zhao, Lawrence H. Staib, James S. Duncan
2021	—	`conf`	Multi-frame Attention Network for Left Ventricle Segmentation in 3D Echocardiography. MICCAI (1) Shawn S. Ahn, Kevinminh Ta, Stephanie Thorn, Jonathan Langdon, Albert J. Sinusas, James S. Duncan
2021	—	`conf`	Multiple-Shooting Adjoint Method for Whole-Brain Dynamic Causal Modeling. IPMI Juntang Zhuang, Nicha C. Dvornek, Sekhar Tatikonda, Xenophon Papademetris, Pamela Ventola, James S. Duncan
2021	J	`jnl`	Multiple-shooting adjoint method for whole-brain dynamic causal modeling. CoRR Juntang Zhuang, Nicha C. Dvornek, Sekhar Tatikonda, Xenophon Papademetris, Pamela Ventola, James S. Duncan
2021	—	`conf`	Shape-Regularized Unsupervised Left Ventricular Motion Network With Segmentation Capability In 3d+ Time Echocardiography. ISBI Kevinminh Ta, Shawn S. Ahn, John C. Stendahl, Albert J. Sinusas, James S. Duncan
2021	J	`jnl`	SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation. CoRR Chenyu You, Yuan Zhou, Ruihan Zhao, Lawrence H. Staib, James S. Duncan
2021	—	`conf`	Simultaneous Segmentation and Motion Estimation of Left Ventricular Myocardium in 3D Echocardiography Using Multi-task Learning. STACOM@MICCAI Kevinminh Ta, Shawn S. Ahn, John C. Stendahl, Jonathan Langdon, Albert J. Sinusas, James S. Duncan
2021	J	`jnl`	Synthesizing Multi-Tracer PET Images for Alzheimer's Disease Patients using a 3D Unified Anatomy-aware Cyclic Adversarial Network. CoRR Bo Zhou, Rui Wang, Ming-Kai Chen, Adam P. Mecca, Ryan S. O'Dell, Christopher H. van Dyck, Richard E. Carson, James S. Duncan, Chi Liu
2021	—	`conf`	Synthesizing Multi-tracer PET Images for Alzheimer's Disease Patients Using a 3D Unified Anatomy-Aware Cyclic Adversarial Network. MICCAI (6) Bo Zhou, Rui Wang, Ming-Kai Chen, Adam P. Mecca, Ryan S. O'Dell, Christopher H. van Dyck, Richard E. Carson, James S. Duncan, Chi Liu
2021	—	`conf`	Weakly Supervised Deep Learning for Aortic Valve Finite Element Mesh Generation from 3D CT Images. IPMI Daniel H. Pak, Minliang Liu, Shawn S. Ahn, Andrés Caballero, John A. Onofrey, Liang Liang, Wei Sun, James S. Duncan
2020	—	`conf`	A Semi-Supervised Joint Learning Approach to Left Ventricular Segmentation and Motion Tracking in Echocardiography. ISBI Kevinminh Ta, Shawn S. Ahn, Allen Lu, John C. Stendahl, Albert J. Sinusas, James S. Duncan
2020	—	`conf`	A Semi-supervised Joint Network for Simultaneous Left Ventricular Motion Tracking and Segmentation in 4D Echocardiography. MICCAI (6) Kevinminh Ta, Shawn S. Ahn, John C. Stendahl, Albert J. Sinusas, James S. Duncan
2020	J	`jnl`	A review of deep learning in medical imaging: Image traits, technology trends, case studies with progress highlights, and future promises. CoRR S. Kevin Zhou, Hayit Greenspan, Christos Davatzikos, James S. Duncan, Bram van Ginneken, Anant Madabhushi, Jerry L. Prince, Daniel Rueckert, Ronald M. Summers
2020	A*	`conf`	AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients. NeurIPS Juntang Zhuang, Tommy Tang, Yifan Ding, Sekhar Tatikonda, Nicha C. Dvornek, Xenophon Papademetris, James S. Duncan
2020	J	`jnl`	AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients. CoRR Juntang Zhuang, Tommy Tang, Yifan Ding, Sekhar Tatikonda, Nicha C. Dvornek, Xenophon Papademetris, James S. Duncan
2020	A*	`conf`	Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE. ICML Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Sekhar Tatikonda, Xenophon Papademetris, James S. Duncan
2020	J	`jnl`	Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE. CoRR Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Sekhar Tatikonda, Xenophon Papademetris, James S. Duncan
2020	—	`conf`	Automatic Multimodal Registration via Intraprocedural Cone-Beam CT Segmentation using MRI Distance Maps. ISBI Zachary Augenfeld, Ming De Lin, Julius Chapiro, James S. Duncan
2020	J	`jnl`	Biomedical Imaging and Analysis in the Age of Big Data and Deep Learning. Proc. IEEE James S. Duncan, Michael F. Insana, Nicholas Ayache
2020	—	`conf`	Cross-Modality Segmentation by Self-supervised Semantic Alignment in Disentangled Content Space. DART/DCL@MICCAI Junlin Yang, Xiaoxiao Li, Daniel H. Pak, Nicha C. Dvornek, Julius Chapiro, Ming De Lin, James S. Duncan
2020	—	`conf`	Demographic-Guided Attention in Recurrent Neural Networks for Modeling Neuropathophysiological Heterogeneity. MLMI@MICCAI Nicha C. Dvornek, Xiaoxiao Li, Juntang Zhuang, Pamela Ventola, James S. Duncan
2020	—	`conf`	Efficient Aortic Valve Multilabel Segmentation Using a Spatial Transformer Network. ISBI Daniel H. Pak, Andrés Caballero, Wei Sun, James S. Duncan
2020	—	`conf`	Efficient Shapley Explanation for Features Importance Estimation Under Uncertainty. MICCAI (1) Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek, Yufeng Gu, Pamela Ventola, James S. Duncan
2020	—	`conf`	Estimating Reproducible Functional Networks Associated with Task Dynamics Using Unsupervised LSTMS. ISBI Nicha C. Dvornek, Pamela Ventola, James S. Duncan
2020	—	`conf`	Graph embedding using Infomax for ASD classification and brain functional difference detection. Biomedical Applications in Molecular, Structural, and Functional Imaging Xiaoxiao Li, Nicha C. Dvornek, Juntang Zhuang, Pamela Ventola, James S. Duncan
2020	J	`jnl`	Limited View Tomographic Reconstruction Using a Deep Recurrent Framework with Residual Dense Spatial-Channel Attention Network and Sinogram Consistency. CoRR Bo Zhou, S. Kevin Zhou, James S. Duncan, Chi Liu
2020	J	`jnl`	Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE Results. CoRR Xiaoxiao Li, Yufeng Gu, Nicha C. Dvornek, Lawrence H. Staib, Pamela Ventola, James S. Duncan
2020	J	`jnl`	Multi-site fMRI analysis using privacy-preserving federated learning and domain adaptation: ABIDE results. Medical Image Anal. Xiaoxiao Li, Yufeng Gu, Nicha C. Dvornek, Lawrence H. Staib, Pamela Ventola, James S. Duncan
2020	—	`conf`	Pooling Regularized Graph Neural Network for fMRI Biomarker Analysis. MICCAI (7) Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek, Muhan Zhang, Juntang Zhuang, Pamela Ventola, James S. Duncan
2020	J	`jnl`	Pooling Regularized Graph Neural Network for fMRI Biomarker Analysis. CoRR Xiaoxiao Li, Yuan Zhou, Nicha C. Dvornek, Muhan Zhang, Juntang Zhuang, Pamela Ventola, James S. Duncan
2020	J	`jnl`	Unsupervised Wasserstein Distance Guided Domain Adaptation for 3D Multi-Domain Liver Segmentation. CoRR Chenyu You, Junlin Yang, Julius Chapiro, James S. Duncan
2020	—	`conf`	Unsupervised Wasserstein Distance Guided Domain Adaptation for 3D Multi-domain Liver Segmentation. iMIMIC/MIL3ID/LABELS@MICCAI Chenyu You, Junlin Yang, Julius Chapiro, James S. Duncan
2019	—	`conf`	A probabilistic approach for interpretable deep learning in liver cancer diagnosis. Computer-Aided Diagnosis Clinton J. Wang, Charlie A. Hamm, Brian S. Letzen, James S. Duncan
2019	J	`jnl`	Decision Explanation and Feature Importance for Invertible Networks. CoRR Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Junlin Yang, James S. Duncan
2019	—	`conf`	Decision explanation and feature importance for invertible networks. ICCV Workshops Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Junlin Yang, James S. Duncan
2019	—	`conf`	Domain-Agnostic Learning With Anatomy-Consistent Embedding for Cross-Modality Liver Segmentation. ICCV Workshops Junlin Yang, Nicha C. Dvornek, Fan Zhang, Juntang Zhuang, Julius Chapiro, Ming De Lin, James S. Duncan
2019	J	`jnl`	Domain-Agnostic Learning with Anatomy-Consistent Embedding for Cross-Modality Liver Segmentation. CoRR Junlin Yang, Nicha C. Dvornek, Fan Zhang, Juntang Zhuang, Julius Chapiro, Ming De Lin, James S. Duncan
2019	—	`conf`	Efficient Interpretation of Deep Learning Models Using Graph Structure and Cooperative Game Theory: Application to ASD Biomarker Discovery. IPMI Xiaoxiao Li, Nicha C. Dvornek, Yuan Zhou, Juntang Zhuang, Pamela Ventola, James S. Duncan
2019	J	`jnl`	Flow network tracking for spatiotemporal and periodic point matching: Applied to cardiac motion analysis. Medical Image Anal. Nripesh Parajuli, Allen Lu, Kevinminh Ta, John C. Stendahl, Nabil Boutagy, Imran Alkhalil, Melissa Eberle, Geng-Shi Jeng, Maria Zontak, Matthew O'Donnell, Albert J. Sinusas, James S. Duncan
2019	J	`jnl`	Graph Embedding Using Infomax for ASD Classification and Brain Functional Difference Detection. CoRR Xiaoxiao Li, Nicha C. Dvornek, Juntang Zhuang, Pamela Ventola, James S. Duncan
2019	—	`conf`	Graph Neural Network for Interpreting Task-fMRI Biomarkers. MICCAI (5) Xiaoxiao Li, Nicha C. Dvornek, Yuan Zhou, Juntang Zhuang, Pamela Ventola, James S. Duncan
2019	J	`jnl`	Graph Neural Network for Interpreting Task-fMRI Biomarkers. CoRR Xiaoxiao Li, Nicha C. Dvornek, Yuan Zhou, Juntang Zhuang, Pamela Ventola, James S. Duncan
2019	J	`jnl`	Hepatocellular Carcinoma Intra-arterial Treatment Response Prediction for Improved Therapeutic Decision-Making. CoRR Junlin Yang, Nicha C. Dvornek, Fan Zhang, Julius Chapiro, Ming De Lin, Aaron Abajian, James S. Duncan
2019	—	`conf`	Interpretable Multimodality Embedding of Cerebral Cortex Using Attention Graph Network for Identifying Bipolar Disorder. MICCAI (3) Huzheng Yang, Xiaoxiao Li, Yifan Wu, Siyi Li, Su Lu, James S. Duncan, James C. Gee, Shi Gu
2019	—	`conf`	Invertible Network for Classification and Biomarker Selection for ASD. MICCAI (3) Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Pamela Ventola, James S. Duncan
2019	J	`jnl`	Invertible Network for Classification and Biomarker Selection for ASD. CoRR Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Pamela Ventola, James S. Duncan
2019	—	`conf`	Jointly Discriminative and Generative Recurrent Neural Networks for Learning from fMRI. MLMI@MICCAI Nicha C. Dvornek, Xiaoxiao Li, Juntang Zhuang, James S. Duncan
2019	J	`jnl`	Jointly Discriminative and Generative Recurrent Neural Networks for Learning from fMRI. CoRR Nicha C. Dvornek, Xiaoxiao Li, Juntang Zhuang, James S. Duncan
2019	—	`conf`	Prediction of Treatment Outcome for Autism from Structure of the Brain Based On Sure Independence Screening. ISBI Juntang Zhuang, Nicha C. Dvornek, Qingyu Zhao, Xiaoxiao Li, Pamela Ventola, James S. Duncan
2019	—	`conf`	Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation. MICCAI (2) Junlin Yang, Nicha C. Dvornek, Fan Zhang, Julius Chapiro, Ming De Lin, James S. Duncan
2019	J	`jnl`	Unsupervised Domain Adaptation via Disentangled Representations: Application to Cross-Modality Liver Segmentation. CoRR Junlin Yang, Nicha C. Dvornek, Fan Zhang, Julius Chapiro, Ming De Lin, James S. Duncan
2018	—	`conf`	2-Channel convolutional 3D deep neural network (2CC3D) for fMRI analysis: ASD classification and feature learning. ISBI Xiaoxiao Li, Nicha C. Dvornek, Xenophon Papademetris, Juntang Zhuang, Lawrence H. Staib, Pamela Ventola, James S. Duncan
2018	—	`conf`	Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI. MICCAI (3) Xiaoxiao Li, Nicha C. Dvornek, Juntang Zhuang, Pamela Ventola, James S. Duncan
2018	J	`jnl`	Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI. CoRR Xiaoxiao Li, Nicha C. Dvornek, Juntang Zhuang, Pamela Ventola, James S. Duncan
2018	—	`conf`	Combining phenotypic and resting-state fMRI data for autism classification with recurrent neural networks. ISBI Nicha C. Dvornek, Pamela Ventola, James S. Duncan
2018	J	`jnl`	Efficient Interpretation of Deep Learning Models Using Graph Structure and Cooperative Game Theory: Application to ASD Biomarker Discovery. CoRR Xiaoxiao Li, Nicha C. Dvornek, Yuan Zhou, Juntang Zhuang, Pamela Ventola, James S. Duncan
2018	J	`jnl`	Efficient Two-Pass 3-D Speckle Tracking for Ultrasound Imaging. IEEE Access Geng-Shi Jeng, Maria Zontak, Nripesh Parajuli, Allen Lu, Kevinminh Ta, Albert J. Sinusas, James S. Duncan, Matthew O'Donnell
2018	J	`jnl`	Flow Network Tracking for Spatiotemporal and Periodic Point Matching: Applied to Cardiac Motion Analysis. CoRR Nripesh Parajuli, Allen Lu, Kevinminh Ta, John C. Stendahl, Nabil Boutagy, Imran Alkhalil, Melissa Eberle, Geng-Shi Jeng, Maria Zontak, Matthew O'Donnell, Albert J. Sinusas, James S. Duncan
2018	—	`conf`	Learning Generalizable Recurrent Neural Networks from Small Task-fMRI Datasets. MICCAI (3) Nicha C. Dvornek, Daniel Y.-J. Yang, Pamela Ventola, James S. Duncan
2018	J	`jnl`	Learning-based Regularization for Cardiac Strain Analysis with Ability for Domain Adaptation. CoRR Allen Lu, Nripesh Parajuli, Maria Zontak, John C. Stendahl, Kevinminh Ta, Zhao Liu, Nabil Boutagy, Geng-Shi Jeng, Imran Alkhalil, Lawrence H. Staib, Matthew O'Donnell, Albert J. Sinusas, James S. Duncan
2018	—	`conf`	Liver Tissue Classification Using an Auto-context-based Deep Neural Network with a Multi-phase Training Framework. Patch-MI@MICCAI Fan Zhang, Junlin Yang, Nariman Nezami, Fabian Laage-gaupp, Julius Chapiro, Ming De Lin, James S. Duncan
2018	J	`jnl`	Prediction of Autism Treatment Response from Baseline fMRI using Random Forests and Tree Bagging. CoRR Nicha C. Dvornek, Daniel Y.-J. Yang, Archana Venkataraman, Pamela Ventola, Lawrence H. Staib, Kevin A. Pelphrey, James S. Duncan
2018	—	`conf`	Prediction of Pivotal response treatment outcome with task fMRI using random forest and variable selection. ISBI Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Daniel Y.-J. Yang, Pamela Ventola, James S. Duncan
2018	—	`conf`	Prediction of Severity and Treatment Outcome for ASD from fMRI. PRIME@MICCAI Juntang Zhuang, Nicha C. Dvornek, Xiaoxiao Li, Pamela Ventola, James S. Duncan
2018	J	`jnl`	Repetitive Motion Estimation Network: Recover cardiac and respiratory signal from thoracic imaging. CoRR Xiaoxiao Li, Vivek K. Singh, Yifan Wu, Klaus J. Kirchberg, James S. Duncan, Ankur Kapoor
2018	—	`conf`	Stochastic Model-Based Left Ventricle Segmentation in 3D Echocardiography Using Fractional Brownian Motion. STACOM@MICCAI Omar S. Al-Kadi, Allen Lu, Albert J. Sinusas, James S. Duncan
2017	—	`conf`	Flow Network Based Cardiac Motion Tracking Leveraging Learned Feature Matching. MICCAI (2) Nripesh Parajuli, Allen Lu, John C. Stendahl, Maria Zontak, Nabil Boutagy, Imran Alkhalil, Melissa Eberle, Ben A. Lin, Matthew O'Donnell, Albert J. Sinusas, James S. Duncan
2017	—	`conf`	Identifying Autism from Resting-State fMRI Using Long Short-Term Memory Networks. MLMI@MICCAI Nicha C. Dvornek, Pamela Ventola, Kevin A. Pelphrey, James S. Duncan
2017	—	`conf`	Learning-Based Spatiotemporal Regularization and Integration of Tracking Methods for Regional 4D Cardiac Deformation Analysis. MICCAI (2) Allen Lu, Maria Zontak, Nripesh Parajuli, John C. Stendahl, Nabil Boutagy, Melissa Eberle, Imran Alkhalil, Matthew O'Donnell, Albert J. Sinusas, James S. Duncan
2017	—	`conf`	Liver Tissue Classification in Patients with Hepatocellular Carcinoma by Fusing Structured and Rotationally Invariant Context Representation. MICCAI (3) John Treilhard, Susanne Smolka, Lawrence H. Staib, Julius Chapiro, Ming De Lin, Georgy Shakirin, James S. Duncan
2017	J	`jnl`	Towards patient-specific modeling of mitral valve repair: 3D transesophageal echocardiography-derived parameter estimation. Medical Image Anal. Fan Zhang, Jingjing Kanik, Tommaso Mansi, Ingmar Voigt, Puneet Sharma, Razvan Ioan Ionasec, Lakshman Subrahmanyan, Ben A. Lin, Lissa Sugeng, David D. Yuh, Dorin Comaniciu, James S. Duncan
2016	J	`jnl`	Bayesian Community Detection in the Space of Group-Level Functional Differences. IEEE Trans. Medical Imaging Archana Venkataraman, Daniel Y.-J. Yang, Kevin A. Pelphrey, James S. Duncan
2016	—	`conf`	Decision forests for learning prostate cancer probability maps from multiparametric MRI. Computer-Aided Diagnosis Henry R. Ehrenberg, Daniel Cornfeld, Cayce B. Nawaf, Preston C. Sprenkle, James S. Duncan
2016	B	`conf`	Estimation of aortic valve leaflets from 3D CT images using local shape dictionaries and linear coding. Image Processing Liang Liang, Caitlin Martin, Qian Wang, Wei Sun, James S. Duncan
2016	—	`conf`	Integrated Dynamic Shape Tracking and RF Speckle Tracking for Cardiac Motion Analysis. MICCAI (1) Nripesh Parajuli, Allen Lu, John C. Stendahl, Maria Zontak, Nabil Boutagy, Melissa Eberle, Imran Alkhalil, Matthew O'Donnell, Albert J. Sinusas, James S. Duncan
2015	J	`jnl`	Correction to "Radial Basis Functions for Combining Shape and Speckle Tracking in 4D Echocardiography". IEEE Trans. Medical Imaging Colin B. Compas, Emily Y. Wong, Xiaojie Huang, Smita Sampath, Ben A. Lin, Prasanta Pal, Xenophon Papademetris, Karl Thiele, Donald P. Dione, Mitchel Stacy, Lawrence H. Staib, Albert J. Sinusas, Matthew O'Donnell, James S. Duncan
2015	J	`jnl`	Corrigendum to "Contour tracking in echocardiographic sequences via sparse representation and dictionary learning" [Med. Image Anal.18(2) (2014) 253-271]. Medical Image Anal. Xiaojie Huang, Donald P. Dione, Colin B. Compas, Xenophon Papademetris, Ben A. Lin, Alda Bregasi, Albert J. Sinusas, Lawrence H. Staib, James S. Duncan
2015	—	`conf`	Left Ventricle Classification Using Active Shape Model and Support Vector Machine. STACOM@MICCAI Nripesh Parajuli, Allen Lu, James S. Duncan
2015	—	`conf`	Sparsity and Biomechanics Inspired Integration of Shape and Speckle Tracking for Cardiac Deformation Analysis. FIMH Nripesh Parajuli, Colin B. Compas, Ben A. Lin, Smita Sampath, Matthew O'Donnell, Albert J. Sinusas, James S. Duncan
2014	J	`jnl`	A Novel Multiple Hypothesis Based Particle Tracking Method for Clathrin Mediated Endocytosis Analysis Using Fluorescence Microscopy. IEEE Trans. Image Process. Liang Liang, Hongying Shen, Pietro De Camilli, James S. Duncan
2014	J	`jnl`	Contour tracking in echocardiographic sequences via sparse representation and dictionary learning. Medical Image Anal. Xiaojie Huang, Donald P. Dione, Colin B. Compas, Xenophon Papademetris, Ben A. Lin, Alda Bregasi, Albert J. Sinusas, Lawrence H. Staib, James S. Duncan
2014	J	`jnl`	Radial Basis Functions for Combining Shape and Speckle Tracking in 4D Echocardiography. IEEE Trans. Medical Imaging Colin B. Compas, Emily Y. Wong, Xiaojie Huang, Smita Sampath, Ben A. Lin, Prasanta Pal, Xenophon Papademetris, Karl Thiele, Donald P. Dione, Mitchel Stacy, Lawrence H. Staib, Albert J. Sinusas, Matthew O'Donnell, James S. Duncan
2013	—	`conf`	A Multiple Hypothesis Based Method for Particle Tracking and Its Extension for Cell Segmentation. IPMI Liang Liang, Hongying Shen, Panteleimon Rompolas, Valentina Greco, Pietro De Camilli, James S. Duncan
2013	A*	`conf`	Active Contours with Group Similarity. CVPR Xiaowei Zhou, Xiaojie Huang, James S. Duncan, Weichuan Yu
2013	—	`conf`	Automatic Personalization of the Mitral Valve Biomechanical Model Based on 4D Transesophageal Echocardiography. STACOM Jingjing Kanik, Tommaso Mansi, Ingmar Voigt, Puneet Sharma, Razvan Ioan Ionasec, Dorin Comaniciu, James S. Duncan
2013	—	`conf`	Estimation of patient-specific material properties of the mitral valve using 4D Transesophageal Echocardiography. ISBI Jingjing Kanik, Tommaso Mansi, Ingmar Voigt, Puneet Sharma, Razvan Ioan Ionasec, Dorin Comaniciu, James S. Duncan
2013	—	`conf`	Segmentation of 4D Echocardiography Using Stochastic Online Dictionary Learning. MICCAI (3) Xiaojie Huang, Donald P. Dione, Ben A. Lin, Alda Bregasi, Albert J. Sinusas, James S. Duncan
2012	—	`conf`	A Bayesian method for 3D estimation of subcellular particle features in multi-angle TIRF microscopy. ISBI Liang Liang, Hongying Shen, Yingke Xu, Pietro De Camilli, Derek Toomre, James S. Duncan
2012	—	`conf`	A Dynamical Appearance Model Based on Multiscale Sparse Representation: Segmentation of the Left Ventricle from 4D Echocardiography. MICCAI (3) Xiaojie Huang, Donald P. Dione, Colin B. Compas, Xenophon Papademetris, Ben A. Lin, Albert J. Sinusas, James S. Duncan
2012	—	`conf`	A combined shape tracking and speckle tracking approach for 4D deformation analysis in echocardiography. ISBI Colin B. Compas, Emily Y. Wong, Xiaojie Huang, Smita Sampath, Ben A. Lin, Xenophon Papademetris, Karl Thiele, Donald P. Dione, Albert J. Sinusas, Matthew O'Donnell, James S. Duncan
2012	—	`conf`	A coupled segmentation and registration framework for medical image analysis using robust point matching and active shape model. MMBIA Chao Lu, James S. Duncan
2012	—	`conf`	Automatic detection of subcellular particles in fluorescence microscopy via feature clustering and bayesian analysis. MMBIA Liang Liang, Yingke Xu, Hongying Shen, Pietro De Camilli, Derek K. Toomre, James S. Duncan
2012	—	`conf`	Precise Segmentation of Multiple Organs in CT Volumes Using Learning-Based Approach and Information Theory. MICCAI (2) Chao Lu, Yefeng Zheng, Neil Birkbeck, Jingdan Zhang, Timo Kohlberger, Christian Tietjen, Thomas Boettger, James S. Duncan, Shaohua Kevin Zhou
2012	J	`jnl`	Segmentation of 3D radio frequency echocardiography using a spatio-temporal predictor. Medical Image Anal. Paul C. Pearlman, Hemant D. Tagare, Ben A. Lin, Albert J. Sinusas, James S. Duncan
2012	—	`conf`	Segmentation of left ventricles from echocardiographic sequences via sparse appearance representation. MMBIA Xiaojie Huang, Ben A. Lin, Colin B. Compas, Albert J. Sinusas, Lawrence H. Staib, James S. Duncan
2012	J	`jnl`	Simultaneous Nonrigid Registration, Segmentation, and Tumor Detection in MRI Guided Cervical Cancer Radiation Therapy. IEEE Trans. Medical Imaging Chao Lu, Sudhakar Chelikani, David A. Jaffray, Michael F. Milosevic, Lawrence H. Staib, James S. Duncan
2012	—	`conf`	Tracking Metastatic Brain Tumors in Longitudinal Scans via Joint Image Registration and Labeling. STIA Nicha Chitphakdithai, Veronica L. Chiang, James S. Duncan
2012	J	`jnl`	Volumetric Intraoperative Brain Deformation Compensation: Model Development and Phantom Validation. IEEE Trans. Medical Imaging Christine DeLorenzo, Xenophon Papademetris, Lawrence H. Staib, Kenneth P. Vives, Dennis D. Spencer, James S. Duncan
2011	J	`jnl`	3-D Reconstruction of Microtubules From Multi-Angle Total Internal Reflection Fluorescence Microscopy Using Bayesian Framework. IEEE Trans. Image Process. Qian Yang, Alexander Karpikov, Derek Toomre, James S. Duncan
2011	—	`conf`	A Non-rigid Registration Framework That Accommodates Pathology Detection. MLMI Chao Lu, James S. Duncan
2011	—	`conf`	A Unified Framework for Joint Segmentation, Nonrigid Registration and Tumor Detection: Application to MR-Guided Radiotherapy. IPMI Chao Lu, Sudhakar Chelikani, James S. Duncan
2011	—	`conf`	An Expectation Maximization Based Method for Subcellular Particle Tracking Using Multi-angle TIRF Microscopy. MICCAI (1) Liang Liang, Hongying Shen, Pietro De Camilli, Derek Toomre, James S. Duncan
2011	B	`conf`	An algorithm for simultaneous image segmentation and nonrigid registration, with clinical application in image guided radiotherapy. ICIP Chao Lu, Jingjing Zhu, James S. Duncan
2011	J	`jnl`	An integrated approach to segmentation and nonrigid registration for application in image-guided pelvic radiotherapy. Medical Image Anal. Chao Lu, Sudhakar Chelikani, Xenophon Papademetris, Jonathan Knisely, Michael F. Milosevic, Zhe Chen, David A. Jaffray, Lawrence H. Staib, James S. Duncan
2011	—	`conf`	Combining shape and speckle tracking for deformation analysis in echocardiography using radial basis functions. ISBI Colin B. Compas, Ben A. Lin, Smita Sampath, Albert J. Sinusas, James S. Duncan
2011	—	`conf`	Comparing Shape Tracking, Speckle Tracking, and a Combined Method for Deformation Analysis in Echocardiography. HISB Colin B. Compas, Ben A. Lin, Smita Sampath, Lingyun Huang, Qifeng Wei, Albert J. Sinusas, James S. Duncan
2011	—	`conf`	Curvilinear structures extraction in cluttered bioimaging data with discrete optimization methods. ISBI Nicolas Honnorat, Régis Vaillant, James S. Duncan, Nikos Paragios
2011	—	`conf`	Multi-frame Radial Basis Functions to Combine Shape and Speckle Tracking for Cardiac Deformation Analysis in Echocardiography. FIMH Colin B. Compas, Ben A. Lin, Smita Sampath, Congxian Jia, Qifeng Wei, Albert J. Sinusas, James S. Duncan
2011	—	`conf`	Non-rigid registration of longitudinal brain tumor treatment MRI. EMBC Nicha Chitphakdithai, Veronica L. Chiang, James S. Duncan
2011	—	`conf`	Registration of brain resection MRI with intensity and location priors. ISBI Nicha Chitphakdithai, Kenneth P. Vives, James S. Duncan
2011	—	`conf`	Segmentation of 3D RF Echocardiography Using a Multiframe Spatio-temporal Predictor. IPMI Paul C. Pearlman, Hemant D. Tagare, Ben A. Lin, Albert J. Sinusas, James S. Duncan
2011	—	`conf`	Segmentation of 3D RF echocardiography using a joint spatio-temporal predictor and signal intensity model. ISBI Paul C. Pearlman, Hemant D. Tagare, Ben A. Lin, Albert J. Sinusas, James S. Duncan
2010	—	`conf`	3D Radio Frequency Ultrasound Cardiac Segmentation Using a Linear Predictor. MICCAI (1) Paul C. Pearlman, Hemant D. Tagare, Albert J. Sinusas, James S. Duncan
2010	J	`jnl`	A coupled deformable model for tracking myocardial borders from real-time echocardiography using an incompressibility constraint. Medical Image Anal. Yun Zhu, Xenophon Papademetris, Albert J. Sinusas, James S. Duncan
2010	—	`conf`	Constrained non-rigid registration using Lagrange multipliers for application in prostate radiotherapy. CVPR Workshops Chao Lu, Sudhakar Chelikani, Xenophon Papademetris, Lawrence H. Staib, James S. Duncan
2010	J	`jnl`	Corrigendum to "Constrained non-rigid registration for use in image-guided adaptive radiotherapy" [Medical Image Analysis 13 (2009) 809-817]. Medical Image Anal. William Harvey Greene, Sudhakar Chelikani, Kailasnath Purushothaman, Jonathan Knisely, Zhe Chen, Xenophon Papademetris, Lawrence H. Staib, James S. Duncan
2010	—	`conf`	Estimation of 3D Geometry of Microtubules Using Multi-angle Total Internal Reflection Fluorescence Microscopy. MICCAI (2) Qian Yang, Alexander Karpikov, Derek Toomre, James S. Duncan
2010	J	`jnl`	Image-Guided Intraoperative Cortical Deformation Recovery Using Game Theory: Application to Neocortical Epilepsy Surgery. IEEE Trans. Medical Imaging Christine DeLorenzo, Xenophon Papademetris, Lawrence H. Staib, Kenneth P. Vives, Dennis D. Spencer, James S. Duncan
2010	—	`conf`	Integrated Segmentation and Nonrigid Registration for Application in Prostate Image-Guided Radiotherapy. MICCAI (1) Chao Lu, Sudhakar Chelikani, Zhe Chen, Xenophon Papademetris, Lawrence H. Staib, James S. Duncan
2010	—	`ed.`	Medical Content-Based Retrieval for Clinical Decision Support, First MICCAI International Workshop, MCBR-CDS 2009, London, UK, September 20, 2009, Revised Selected Papers MCBR-CDS Barbara Caputo, Henning Müller, Tanveer Fathima Syeda-Mahmood, James S. Duncan, Fei Wang, Jayashree Kalpathy-Cramer
2010	—	`conf`	Non-rigid Registration with Missing Correspondences in Preoperative and Postresection Brain Images. MICCAI (1) Nicha Chitphakdithai, James S. Duncan
2010	—	`conf`	Pairwise registration of images with missing correspondences due to resection. ISBI Nicha Chitphakdithai, James S. Duncan
2010	J	`jnl`	Segmentation of the Left Ventricle From Cardiac MR Images Using a Subject-Specific Dynamical Model. IEEE Trans. Medical Imaging Yun Zhu, Xenophon Papademetris, Albert J. Sinusas, James S. Duncan
2010	—	`conf`	Tracking Clathrin Coated Pits with a Multiple Hypothesis Based Method. MICCAI (2) Liang Liang, Hongying Shen, Pietro De Camilli, James S. Duncan
2009	—	`conf`	3-D reconstruction and measurement of microtubules from multiple angle-total internal reflection fluorescence microscopy. CVPR Workshops Qian Yang, Alexander Karpikov, Derek Toomre, James S. Duncan
2009	—	`conf`	A Dynamical Shape Prior for LV Segmentation from RT3D Echocardiography. MICCAI (1) Yun Zhu, Xenophon Papademetris, Albert J. Sinusas, James S. Duncan
2009	J	`jnl`	Constrained non-rigid registration for use in image-guided adaptive radiotherapy. Medical Image Anal. William Harvey Greene, Sudhakar Chelikani, Kailas Purushothaman, J. P. S. Knisely, Zhe Chen, Xenophon Papademetris, Lawrence H. Staib, James S. Duncan
2008	C	`conf`	"Model-based strategies for biomedical image analysis". BIBE James S. Duncan
2008	—	`conf`	A Constrained Non-rigid Registration Algorithm for Use in Prostate Image-Guided Radiotherapy. MICCAI (1) William Harvey Greene, Sudhakar Chelikani, Kailas Purushothaman, Zhe Chen, Jonathan Knisely, Lawrence H. Staib, Xenophon Papademetris, James S. Duncan
2008	—	`conf`	Bayesian Analysis of fMRI Data with ICA Based Spatial Prior. MICCAI (2) Deepti R. Bathula, Hemant D. Tagare, Lawrence H. Staib, Xenophon Papademetris, Robert T. Schultz, James S. Duncan
2008	—	`conf`	Bidirectional Segmentation of Three-Dimensional Cardiac MR Images Using a Subject-Specific Dynamical Model. MICCAI (2) Yun Zhu, Xenophon Papademetris, Albert J. Sinusas, James S. Duncan
2008	—	`conf`	Integrated segmentation and deformation analysis of 4-D cardiac MR images. ISBI Yun Zhu, Ping Yan, Xenophon Papademetris, Albert J. Sinusas, James S. Duncan
2008	—	`conf`	Integrated segmentation and motion analysis of cardiac MR images using a subject-specific dynamical model. CVPR Workshops Yun Zhu, Xenophon Papademetris, Albert J. Sinusas, James S. Duncan
2008	J	`jnl`	Motion tracking of the outer tips of microtubules. Medical Image Anal. Stathis Hadjidemetriou, Derek Toomre, James S. Duncan
2008	A*	`conf`	Segmentation of left ventricle from 3D cardiac MR image sequences using a subject-specific dynamical model. CVPR Yun Zhu, Xenophon Papademetris, Albert J. Sinusas, James S. Duncan
2008	—	`conf`	Tracking organ overlap for a constrained non-rigid registration algorithm. ISBI William Harvey Greene, Sudhakar Chelikani, Xenophon Papademetris, Lawrence H. Staib, Jonathan Knisely, James S. Duncan
2007	—	`conf`	A Comprehensive System for Intraoperative 3D Brain Deformation Recovery. MICCAI (2) Christine DeLorenzo, Xenophon Papademetris, Kenneth P. Vives, Dennis D. Spencer, James S. Duncan
2007	—	`conf`	A Constrained Non-Rigid Registration Algorithm for Application in Prostate Radiotherapy. ISBI William Harvey Greene, Sudhakar Chelikani, Xenophon Papademetris, Jonathan Knisely, James S. Duncan
2007	—	`conf`	A Realistic Brain Phantom for 3d Deformation Recovery. ISBI Christine DeLorenzo, Xenophon Papademetris, Kenneth P. Vives, Dennis D. Spencer, James S. Duncan
2007	J	`jnl`	Boundary element method-based regularization for recovering of LV deformation. Medical Image Anal. Ping Yan, Albert J. Sinusas, James S. Duncan
2007	—	`conf`	Cardiac Mr Image Segmentation with Incompressibility Constraint. ISBI Yun Zhu, Xenophon Papademetris, James S. Duncan, Albert J. Sinusas
2007	—	`conf`	LV Segmentation Through the Analysis of Radio Frequency Ultrasonic Images. IPMI Ping Yan, Congxian Jia, Albert J. Sinusas, Karl Thiele, Matthew O'Donnell, James S. Duncan
2007	—	`conf`	LV Segmentation from 3d Echocardiography Using Fuzzy Features and a Multilevel FFD Model. ISBI Ping Yan, Albert J. Sinusas, James S. Duncan
2007	—	`conf`	Level Set Based Clustering for Analysis of Functional Mri Data. ISBI Deepti R. Bathula, Xenophon Papademetris, James S. Duncan
2007	A*	`conf`	Local Shape Registration Using Boundary-Constrained Match of Skeletons. CVPR Yun Zhu, Xenophon Papademetris, Albert J. Sinusas, James S. Duncan
2007	—	`conf`	Lv Strain Estimation from 4d Echocardiography. ISBI James S. Duncan, Ping Yan, Yun Zhu, Albert J. Sinusas, Congxian Jia, Matthew O'Donnell
2007	A*	`conf`	Nonrigid Intraoperative Cortical Surface Tracking Using Game Theory. ICCV Christine DeLorenzo, Xenophon Papademetris, Lawrence H. Staib, Kenneth P. Vives, Dennis D. Spencer, James S. Duncan
2007	—	`conf`	Segmentation of Myocardial Volumes from Real-Time 3D Echocardiography Using an Incompressibility Constraint. MICCAI (1) Yun Zhu, Xenophon Papademetris, Albert J. Sinusas, James S. Duncan
2006	—	`conf`	Boundary Element Method-Based Scattered Feature Interpolation Algorithm in the Analysis of LV Deformation. CVPR Workshops Ping Yan, Albert J. Sinusas, James S. Duncan
2006	—	`conf`	Combined feature/intensity-based brain shift compensation using stereo guidance. ISBI Christine DeLorenzo, Xenophon Papademetris, Kenneth P. Vives, Dennis D. Spencer, James S. Duncan
2006	—	`conf`	Correlation of magnetic resonance spectroscopic imaging and intracranial EEG localization of seizures. 7. ISBI Edward Scharff, Xenophon Papademetris, Hoby P. Hetherington, J. W. Pan, Hitten Zaveri, Hal Blumenfeld, Robert B. Duckrow, Susan S. Spencer, Dennis D. Spencer, James S. Duncan, Edward J. Novotny
2006	—	`conf`	Development of a research interface for image guided intervention: initial application to epilepsy neurosurgery. ISBI Xenophon Papademetris, Kenneth P. Vives, Marcello DiStasio, Lawrence H. Staib, Markus Neff, Sven Flossman, Nils Frielinghaus, Hitten Zaveri, Edward J. Novotny, Hal Blumenfeld, R. Todd Constable, Hoby P. Hetherington, Robert B. Duckrow, Susan S. Spencer, Dennis D. Spencer, James S. Duncan
2006	J	`jnl`	Editorial. Medical Image Anal. James S. Duncan, Guido Gerig
2006	—	`conf`	Nonrigid 3D Brain Registration Using Intensity/Feature Information. MICCAI (1) Christine DeLorenzo, Xenophon Papademetris, Kun Wu, Kenneth P. Vives, Dennis D. Spencer, James S. Duncan
2006	J	`jnl`	Towards pointwise motion tracking in echocardiographic image sequences - Comparing the reliability of different features for speckle tracking. Medical Image Anal. Weichuan Yu, Ping Yan, Albert J. Sinusas, Karl Thiele, James S. Duncan
2006	—	`conf`	Tracking the motion of the outer tips of microtubules. ISBI Stathis Hadjidemetriou, Derek Toomre, James S. Duncan
2005	A	`conf`	A Boundary Element-Based Approach to Analysis of LV Deformation. MICCAI Ping Yan, Ning Lin, Albert J. Sinusas, James S. Duncan
2005	A	`ed.`	Medical Image Computing and Computer-Assisted Intervention - MICCAI 2005, 8th International Conference, Palm Springs, CA, USA, October 26-29, 2005, Proceedings, Part I MICCAI (1) James S. Duncan, Guido Gerig
2005	—	`ed.`	Medical Image Computing and Computer-Assisted Intervention - MICCAI 2005, 8th International Conference, Palm Springs, CA, USA, October 26-29, 2005, Proceedings, Part II MICCAI (2) James S. Duncan, Guido Gerig
2005	A	`conf`	Segmentation and 3D Reconstruction of Microtubules in Total Internal Reflection Fluorescence Microscopy (TIRFM). MICCAI Stathis Hadjidemetriou, Derek Toomre, James S. Duncan
2005	J	`jnl`	Using skew Gabor filter in source signal separation and local spectral orientation analysis. Image Vis. Comput. Weichuan Yu, Gerald Sommer, Konstantinos Daniilidis, James S. Duncan
2004	J	`jnl`	3D image segmentation of deformable objects with joint shape-intensity prior models using level sets. Medical Image Anal. Jing Yang, James S. Duncan
2004	—	`conf`	Automatic Quantification of Microtubule Dynamics. ISBI Stathis Hadjidemetriou, James S. Duncan, Derek Toomre, David Tuck
2004	—	`conf`	Construction of a 3D Volumetric Probabilistic Model of the Mouse Kidney from MRI. MICCAI (2) Hirohito Okuda, Pavel Shkarin, Kevin L. Behar, James S. Duncan, Xenophon Papademetris
2004	—	`conf`	Functional Brain Image Analysis Using Joint Function-Structure Priors. MICCAI (2) Jing Yang, Xenophon Papademetris, Lawrence H. Staib, Robert T. Schultz, James S. Duncan
2004	—	`conf`	Generalized Robust Point Matching Using An Extended Free-Form Deformation Model: Application to Cardiac Images. ISBI Ning Lin, James S. Duncan
2004	—	`conf`	Integrated Intensity and Point-Feature Nonrigid Registration. MICCAI (1) Xenophon Papademetris, Andrea P. Jackowski, Robert T. Schultz, Lawrence H. Staib, James S. Duncan
2004	—	`conf`	Joint Prior Models of Neighboring Objects for 3D Image Segmentation. CVPR (1) Jing Yang, James S. Duncan
2004	J	`jnl`	Neighbor-constrained segmentation with level set based 3-D deformable models. IEEE Trans. Medical Imaging Jing Yang, Lawrence H. Staib, James S. Duncan
2004	—	`conf`	Pointwise Motion Tracking in Echocardiographic Images. CVPR (1) Weichuan Yu, Ping Yan, Albert J. Sinusas, Karl Thiele, James S. Duncan
2004	—	`conf`	Segmentation of 3D Deformable Objects with Level Set Based Prior Models. ISBI Jing Yang, Hemant D. Tagare, Lawrence H. Staib, James S. Duncan
2004	—	`conf`	The Choice of Tracking Feature In Ultrasound-Based Strain Imaging Analysis. ISBI Weichuan Yu, James S. Duncan
2003	—	`conf`	3D Image Segmentation of Deformable Objects with Shape-Appearance Joint Prior Models. MICCAI (1) Jing Yang, James S. Duncan
2003	—	`conf`	A New Biomechanical Model Based Approach on Brain Shift Compensation. MICCAI (1) Keiji Kobashi, Xenophon Papademetris, James S. Duncan
2003	J	`jnl`	A unified non-rigid feature registration method for brain mapping. Medical Image Anal. Haili Chui, Lawrence Win, Robert T. Schultz, James S. Duncan, Anand Rangarajan
2003	—	`conf`	Analysis of Left Ventricular Motion Using a General Robust Point Matching Algorithm. MICCAI (1) Ning Lin, Xenophon Papademetris, Albert J. Sinusas, James S. Duncan
2003	J	`jnl`	Combinative multi-scale level set framework for echocardiographic image segmentation. Medical Image Anal. Ning Lin, Weichuan Yu, James S. Duncan
2003	—	`conf`	Computing 3D Non-rigid Brain Registration Using Extended Robust Point Matching for Composite Multisubject fMRI Analysis. MICCAI (2) Xenophon Papademetris, Andrea P. Jackowski, Robert T. Schultz, Lawrence H. Staib, James S. Duncan
2003	J	`jnl`	Entropy-Based, Dual-Portal-to-3DCT Registration Incorporating Pixel Correlation. IEEE Trans. Medical Imaging Ravi Bansal, Lawrence H. Staib, Zhe Chen, Anand Rangarajan, Jonathan Knisely, Ravinder Nath, James S. Duncan
2003	J	`jnl`	Image processing and analysis at ipag. IEEE Trans. Medical Imaging James S. Duncan, Lawrence H. Staib
2003	—	`conf`	Motion Analysis of 3D Ultrasound Texture Patterns. FIMH Weichuan Yu, Ning Lin, Ping Yan, Kailasnath Purushothaman, Albert J. Sinusas, Karl Thiele, James S. Duncan
2003	—	`conf`	Neighbor-Constrained Segmentation with 3D Deformable Models. IPMI Jing Yang, Lawrence H. Staib, James S. Duncan
2003	—	`conf`	Support Vector Machine Density Estimator as a Generalized Parzen Windows Estimator for Mutual Information based Image Registration. MICCAI (2) Sudhakar Chelikani, Kailasnath Purushothaman, James S. Duncan
2002	—	`conf`	Combinative Multi-scale Level Set Framework for Echocardiographic Image Segmentation. MICCAI (1) Ning Lin, Weichuan Yu, James S. Duncan
2002	J	`jnl`	Estimation of 3D left ventricular deformation from medical images using biomechanical models. IEEE Trans. Medical Imaging Xenophon Papademetris, Albert J. Sinusas, Donald P. Dione, R. Todd Constable, James S. Duncan
2002	—	`conf`	Geometrical and Physical Models for the Recovery of Quantitative Information from Medical Image Analysis. ICPR (2) James S. Duncan
2002	J	`jnl`	Model-driven brain shift compensation. Medical Image Anal. Oskar M. Skrinjar, Arya Nabavi, James S. Duncan
2002	—	`conf`	Statistical Neighbor Distance Influence in Active Contours. MICCAI (1) Jing Yang, Lawrence H. Staib, James S. Duncan
2002	—	`conf`	Stereo-guided volumetric deformation recovery. ISBI Oskar M. Skrinjar, James S. Duncan
2002	J	`jnl`	Three-dimensional Cardiovascular Image Analysis. IEEE Trans. Medical Imaging Alejandro F. Frangi, Daniel Rueckert, James S. Duncan
2001	—	`conf`	A Unified Feature Registration Method for Brain Mapping. IPMI Haili Chui, Lawrence Win, Robert T. Schultz, James S. Duncan, Anand Rangarajan
2001	J	`jnl`	Estimation of 3D left ventricular deformation from echocardiography. Medical Image Anal. Xenophon Papademetris, Albert J. Sinusas, Donald P. Dione, James S. Duncan
2001	—	`conf`	Steps Toward a Stereo-Camera-Guided Biomechanical Model for Brain Shift Compensation. IPMI Oskar M. Skrinjar, Colin Studholme, Arya Nabavi, James S. Duncan
2001	—	`conf`	The Active Elastic Model. IPMI Xenophon Papademetris, E. Turan Onat, Albert J. Sinusas, Donald P. Dione, R. Todd Constable, James S. Duncan
2001	A	`conf`	The Use of Geometrical and Physical Models in Medical Image Analysis. BMVC James S. Duncan
2000	J	`jnl`	Accurate Alignment of Functional EPI Data to Anatomical MRI Using a Physics Based Distortion Model. IEEE Trans. Medical Imaging Colin Studholme, R. Todd Constable, James S. Duncan
2000	A	`conf`	Estimating 3D Strain from 4D Cine-MRI and Echocardiography: In-Vivo Validation. MICCAI Xenophon Papademetris, Albert J. Sinusas, Donald P. Dione, R. Todd Constable, James S. Duncan
2000	J	`jnl`	Medical Image Analysis: Progress over Two Decades and the Challenges Ahead. IEEE Trans. Pattern Anal. Mach. Intell. James S. Duncan, Nicholas Ayache
2000	J	`jnl`	Multiframe temporal estimation of cardiac nonrigid motion. IEEE Trans. Image Process. John C. McEachen II, Arye Nehorai, James S. Duncan
2000	B	`conf`	Phantom-based investigation of nonrigid registration constraints in mapping fMRI to anatomical MRI. Image Processing Colin Studholme, R. Todd Constable, James S. Duncan
2000	J	`jnl`	Point-Tracked Quantitative Analysis of Left Ventricular Surface Motion from 3D Image Sequences. IEEE Trans. Medical Imaging Pengcheng Shi, Albert J. Sinusas, R. Todd Constable, Erik L. Ritman, James S. Duncan
2000	J	`jnl`	Research Paper: PathMaster: Content-based Cell Image Retrieval Using Automated Feature Extraction. J. Am. Medical Informatics Assoc. Mark E. Mattie, Lawrence H. Staib, Eric Stratmann, Hemant D. Tagare, James S. Duncan, Perry L. Miller
2000	A*	`conf`	Surface Growing from Stereo Images. CVPR Oskar M. Skrinjar, Hemant D. Tagare, James S. Duncan
2000	J	`jnl`	Welcome to the first issue of the new millennium. Medical Image Anal. Nicholas Ayache, James S. Duncan
1999	A	`conf`	3D Cardiac Deformation from Ultrasound Images. MICCAI Xenophon Papademetris, Albert J. Sinusas, Donald P. Dione, James S. Duncan
1999	A	`conf`	A New Approach to 3D Sulcal Ribbon Finding from MR Images. MICCAI Xiaolan Zeng, Lawrence H. Staib, Robert T. Schultz, Hemant D. Tagare, Lawrence Win, James S. Duncan
1999	A	`conf`	Automatic Extraction of Implanted Electrode Grids. MICCAI Oskar M. Skrinjar, James S. Duncan
1999	J	`jnl`	Computational Vision at Yale. Int. J. Comput. Vis. Peter N. Belhumeur, James S. Duncan, Gregory D. Hager, Drew V. McDermott, A. Stephen Morse, Steven W. Zucker
1999	A	`conf`	Entropy-Based, MICCAI Ravi Bansal, Lawrence H. Staib, Zhe Chen, Anand Rangarajan, Jonathan Knisely, Ravinder Nath, James S. Duncan
1999	J	`jnl`	Game-Theoretic Integration for Image Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Amit Chakraborty, James S. Duncan
1999	—	`conf`	Incorporating an Image Distortion Model in Non-rigid Alignment of EPI with Conventional MRI. IPMI Colin Studholme, R. Todd Constable, James S. Duncan
1999	J	`jnl`	Medical image analysis. Medical Image Anal. Baba C. Vemuri, James S. Duncan
1999	—	`conf`	Real Time 3D Brain Shift Compensation. IPMI Oskar M. Skrinjar, James S. Duncan
1999	—	`conf`	Recovery of Soft Tissue Object Deformation from 3D Image Sequences Using Biomechanical Models. IPMI Xenophon Papademetris, Pengcheng Shi, Donald P. Dione, Albert J. Sinusas, R. Todd Constable, James S. Duncan
1999	—	`conf`	Registration of Cortical Anatomical Structures via Robust 3D Point Matching. IPMI Haili Chui, James Rambo, James S. Duncan, Robert T. Schultz, Anand Rangarajan
1999	J	`jnl`	Rigid point feature registration using mutual information. Medical Image Anal. Anand Rangarajan, Haili Chui, James S. Duncan
1999	J	`jnl`	Segmentation and Measurement of the Cortex from 3D MR Images Using Coupled Surfaces Propagation. IEEE Trans. Medical Imaging Xiaolan Zeng, Lawrence H. Staib, Robert T. Schultz, James S. Duncan
1999	J	`jnl`	Volumetric Deformation Analysis Using Mechanics-Based Data Fusion: Applications in Cardiac Motion Recovery. Int. J. Comput. Vis. Pengcheng Shi, Albert J. Sinusas, R. Todd Constable, James S. Duncan
1998	A	`conf`	A Novel Approach for the Registration of 2D Portal and 3D CT Images for Treatment Setup Verification in Radiotherapy. MICCAI Ravi Bansal, Lawrence H. Staib, Zhe Chen, Anand Rangarajan, Jonathan Knisely, Ravinder Nath, James S. Duncan
1998	A	`conf`	Brain Shift Modeling for Use in Neurosurgery. MICCAI Oskar M. Skrinjar, Dennis D. Spencer, James S. Duncan
1998	A	`conf`	Segmentation and Measurement of the Cortex from 3D MR Images. MICCAI Xiaolan Zeng, Lawrence H. Staib, Robert T. Schultz, James S. Duncan
1998	A*	`conf`	Volumetric Layer Segmentation Using Coupled Surfaces Propagation. CVPR Xiaolan Zeng, Lawrence H. Staib, Robert T. Schultz, James S. Duncan
1997	J	`jnl`	A robust point-matching algorithm for autoradiograph alignment. Medical Image Anal. Anand Rangarajan, Haili Chui, Eric Mjolsness, Suguna Pappu, Lila Davachi, Patricia S. Goldman-Rakic, James S. Duncan
1997	J	`jnl`	An Integrated Approach for Locating Neuroanatomical Structure from MRI. Int. J. Pattern Recognit. Artif. Intell. Lawrence H. Staib, Amit Chakraborty, James S. Duncan
1997	—	`ed.`	Information Processing in Medical Imaging, 15th International Conference, IPMI'97, Poultney, Vermont, USA, June 9-13, 1997, Proceedings IPMI James S. Duncan, Gene Gindi
1997	J	`jnl`	Multiscale Approach to Image Sequence Analysis. Comput. Vis. Image Underst. Wiro J. Niessen, James S. Duncan, Mads Nielsen, Luc Florack, Bart M. ter Haar Romeny, Max A. Viergever
1997	J	`jnl`	Shape-Based Tracking of Left Ventricular Wall Motion. IEEE Trans. Medical Imaging John C. McEachen II, James S. Duncan
1997	J	`jnl`	Synthesis of Research: Medical Image Databases: A Content-based Retrieval Approach. J. Am. Medical Informatics Assoc. Hemant D. Tagare, C. Carl Jaffe, James S. Duncan
1996	—	`conf`	A Robust Point Matching Algorithm for Autoradiograph Alignment. VBC Anand Rangarajan, Eric Mjolsness, Suguna Pappu, Lila Davachi, Patricia S. Goldman-Rakic, James S. Duncan
1996	J	`jnl`	Deformable boundary finding in medical images by integrating gradient and region information. IEEE Trans. Medical Imaging Amit Chakraborty, Lawrence H. Staib, James S. Duncan
1996	A*	`conf`	Dense Nonrigid Motion Tracking from a Sequence of Velocity Fields. CVPR François G. Meyer, R. Todd Constable, Albert J. Sinusas, James S. Duncan
1996	J	`jnl`	From the Editors. Medical Image Anal. Nicholas Ayache, James S. Duncan
1996	J	`jnl`	Model-based deformable surface finding for medical images. IEEE Trans. Medical Imaging Lawrence H. Staib, James S. Duncan
1996	J	`jnl`	Parameterized Feasible Boundaries in Gradient Vector Fields. Comput. Vis. Image Underst. Marcel Worring, Arnold W. M. Smeulders, Lawrence H. Staib, James S. Duncan
1996	B	`conf`	Segmentation of ovarian follicles using geometric properties, texture descriptions, and boundary information. Image Processing Glynn P. Robinson, Amit Chakraborty, Michael Johnston, M. Lynne Reuss, James S. Duncan
1996	J	`jnl`	Tracking myocardial deformation using phase contrast MR velocity fields: a stochastic approach. IEEE Trans. Medical Imaging François G. Meyer, R. Todd Constable, Albert J. Sinusas, James S. Duncan
1995	A*	`conf`	A Model-Based Integrated Approach to Track Myocardial Deformation Using Displacement and Velocity Constraints. ICCV Pengcheng Shi, Glynn P. Robinson, R. Todd Constable, Albert J. Sinusas, James S. Duncan
1995	A*	`conf`	A Recursive Filter for Phase Velocity Assisted Shape-Based Tracking of Cardiac Non-Rigid Motion. ICCV John C. McEachen II, François G. Meyer, R. Todd Constable, Arye Nehorai, James S. Duncan
1995	—	`conf`	A Unified Framework to Assess Myocardial Function from 4D Images. CVRMed Pengcheng Shi, Glynn P. Robinson, Amit Chakraborty, Lawrence H. Staib, R. Todd Constable, Albert J. Sinusas, James S. Duncan
1995	J	`jnl`	Arrangement: A Spatial Relation Between Parts for Evaluating Similarity of Tomographic Section. IEEE Trans. Pattern Anal. Mach. Intell. Hemant D. Tagare, Frans Vos, Conrade C. Jaffe, James S. Duncan
1995	B	`conf`	Estimating cardiac motion from image sequences using recursive comb filtering. ICIP John C. McEachen II, Arye Nehorai, James S. Duncan
1995	A*	`conf`	On Multi-Feature Integration for Deformable Boundary Finding. ICCV Amit Chakraborty, Marcel Worring, James S. Duncan
1994	J	`jnl`	A Game-Theoretic Approach to Integration of Modules. IEEE Trans. Pattern Anal. Mach. Intell. H. Isil Bozma, James S. Duncan
1994	A*	`conf`	Deformable boundary finding influenced by region homogeneity. CVPR Amit Chakraborty, Lawrence H. Staib, James S. Duncan
1994	—	`conf`	Myocardial motion and function assessment using 4D images. VBC Pengcheng Shi, Glynn P. Robinson, James S. Duncan
1993	—	`conf`	Arrangement: A Spatial Relation Comparing Part Embeddings and its Use in Medical Image Comparisons. IPMI Hemant D. Tagare, Frans Vos, Conrade C. Jaffe, James S. Duncan
1993	—	`conf`	Parameterized Feasible Boundaries in Gradient Vector Fields. IPMI Marcel Worring, Arnold W. M. Smeulders, Lawrence H. Staib, James S. Duncan
1993	A*	`conf`	Shape-based tracking of naturally occurring annuli in image sequences. CVPR John C. McEachen II, James S. Duncan
1992	—	`conf`	Arrangement: a spatial relation for describing and comparing part embeddings. ICPR (1) Hemant D. Tagare, Conrade C. Jaffe, James S. Duncan
1992	J	`jnl`	Bending and stretching models for LV wall motion analysis from curves and surfaces. Image Vis. Comput. Amir A. Amini, James S. Duncan
1992	J	`jnl`	Boundary Finding with Parametrically Deformable Models. IEEE Trans. Pattern Anal. Mach. Intell. Lawrence H. Staib, James S. Duncan
1992	—	`conf`	Deformable Fourier models for surface finding in 3-D images. VBC Lawrence H. Staib, James S. Duncan
1992	J	`jnl`	Modular system for image analysis using a game-theoretic framework. Image Vis. Comput. H. Isil Bozma, James S. Duncan
1992	J	`jnl`	Reinforcement of Linear Structure using Parametrized Relaxation Labeling. IEEE Trans. Pattern Anal. Mach. Intell. James S. Duncan, Thomas Birkhölzer
1991	A*	`conf`	Integration of vision modules: a game-theoretic framework. CVPR H. Isil Bozma, James S. Duncan
1991	A*	`conf`	Measurement of non-rigid motion using contour shape descriptors. CVPR James S. Duncan, R. L. Owen, Lawrence H. Staib, P. Anandan
1991	—	`conf`	Model-Based Recognition of Multiple Deformable Objects Using a Game-Theoretic Framework. IPMI H. Isil Bozma, James S. Duncan
1991	—	`conf`	Non-Rigid Motion Models for Tracking the Left Ventricular Wall. IPMI Amir A. Amini, R. L. Owen, P. Anandan, James S. Duncan
1991	A	`conf`	Noncooperative games for decentralized integration architectures in modular systems. IROS H. Isil Bozma, James S. Duncan
1989	A*	`conf`	Edge reinforcement using parametrized relaxation labeling. CVPR James S. Duncan, Thomas Birkhölzer
1989	A*	`conf`	Parametrically deformable contour models. CVPR Lawrence H. Staib, James S. Duncan
1989	J	`jnl`	Relaxation labeling using continuous label sets. Pattern Recognit. Lett. James S. Duncan, Werner Frei
1988	A*	`conf`	Admissibility Of Constraint Functions In Relaxation Labeling. ICCV H. Isil Bozma, James S. Duncan