Antong Chen - RankMe

38 papers A* 1A 1B 8Journal 10Unranked 17

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	OmniMamba4D: Spatio-temporal Mamba for longitudinal CT lesion segmentation. CoRR Justin Namuk Kim, Yiqiao Liu, Rajath Soans, Keith Persson, Sarah Halek, Michal Tomaszewski, Jianda Yuan, Gregory Goldmacher, Antong Chen
2025	—	`conf`	Omnimamba4D: Spatio-Temporal Mamba for Longitudinal CT Lesion Segmentation. ISBI Justin Namuk Kim, Yiqiao Liu, Rajath Soans, Keith Persson, Sarah Halek, Michal Tomaszewski, Jianda Yuan, Gregory Goldmacher, Antong Chen
2025	—	`conf`	Predicting Ulcer in H&E Images of Inflammatory Bowel Disease Using Domain-Knowledge-Driven Graph Neural Network. ISBI Ruiwen Ding, Lin Li, Rajath Soans, Tosha Shah, Radha Krishnan, Marc Alexander Sze, Sasha Lukyanov, Yash Deshpande, Antong Chen
2025	J	`jnl`	Predicting ulcer in H&E images of inflammatory bowel disease using domain-knowledge-driven graph neural network. CoRR Ruiwen Ding, Lin Li, Rajath Soans, Tosha Shah, Radha Krishnan, Marc Alexander Sze, Sasha Lukyanov, Yash Deshpande, Antong Chen
2025	—	`conf`	Unsupervised Anomaly Detection on Preclinical Liver H &E Whole Slide Images Using Graph Based Feature Distillation. MICCAI (12) Lin Li, Lillie Shelton, Thomas Forest, Kyathanahalli Janardhan, Tiffany Jenkins, Michael J. Napolitano, Roujia Wang, David Leigh, Tosha Shah, Grady Earl Carlson, Rajath Soans, Antong Chen
2024	J	`jnl`	3D Segmentation of Necrotic Lung Lesions in CT Images Using Self-Supervised Contrastive Learning. IEEE Access Yiqiao Liu, Sarah Halek, Randolph Crawford, Keith Persson, Michal Tomaszewski, Shubing Wang, Richard Baumgartner, Jianda Yuan, Gregory Goldmacher, Antong Chen
2023	J	`jnl`	Deep learning-based Segmentation of Rabbit fetal skull with limited and sub-optimal annotations. CoRR Rajath Soans, Alexa Gleason, Tosha Shah, Corey Miller, Barbara Robinson, Kimberly Brannen, Antong Chen
2023	—	`conf`	Deep learning-based rapid macrophage cell detection and localization in high-content microscopy screening. Digital and Computational Pathology Kristen Ong, Xuezhu Cai, Vasant Marur, Veronica Soloveva, Uwe Mueller, Antong Chen
2023	—	`conf`	Multi-dimension unified Swin Transformer for 3D Lesion Segmentation in Multiple Anatomical Locations. ISBI Shaoyan Pan, Yiqiao Liu, Sarah Halek, Michal Tomaszewski, Shubing Wang, Richard Baumgartner, Jianda Yuan, Gregory Goldmacher, Antong Chen
2023	J	`jnl`	Multi-dimension unified Swin Transformer for 3D Lesion Segmentation in Multiple Anatomical Locations. CoRR Shaoyan Pan, Yiqiao Liu, Sarah Halek, Michal Tomaszewski, Shubing Wang, Richard Baumgartner, Jianda Yuan, Gregory Goldmacher, Antong Chen
2022	—	`conf`	Prediction of tumor mutation burden from H&E whole-slide images: a comparison of training strategies with convolutional neural networks. Digital and Computational Pathology Antong Chen, Tosha Shah, Andrew Brown, Haleh Akrami, Albert Swiston, Amir Vajdi, Radha Krishnan, Razvan Cristescu
2022	—	`conf`	Sequential Multi-task Learning for Histopathology-Based Prediction of Genetic Mutations with Extremely Imbalanced Labels. MOVI@MICCAI Haleh Akrami, Tosha Shah, Amir Vajdi, Andrew Brown, Radha Krishnan, Razvan Cristescu, Antong Chen
2021	B	`conf`	Automated localization and segmentation of vertebrae in the micro-CT images of rabbit fetuses using 3D Convolutional Neural Networks. Image Processing Antong Chen, Saideep Gona, Dahai Xue, Tosha Shah, Alexa Gleason, Barbara Robinson, Britta Mattson, Catherine D. G. Hines
2021	A*	`conf`	Group Equivariant Generative Adversarial Networks. ICLR Neel Dey, Antong Chen, Soheil Ghafurian
2021	—	`conf`	Segmentation of Left Atrial MR Images via Self-supervised Semi-supervised Meta-learning. MICCAI (2) Dani Kiyasseh, Albert Swiston, Ronghua Chen, Antong Chen
2020	—	`conf`	A Deep Learning-Facilitated Radiomics Solution for the Prediction of Lung Lesion Shrinkage in Non-Small Cell Lung Cancer Trials. ISBI Antong Chen, Jennifer Saouaf, Bo Zhou, Randolph Crawford, Jianda Yuan, Junshui Ma, Richard Baumgartner, Shubing Wang, Gregory Goldmacher
2020	J	`jnl`	A deep learning-facilitated radiomics solution for the prediction of lung lesion shrinkage in non-small cell lung cancer trials. CoRR Antong Chen, Jennifer Saouaf, Bo Zhou, Randolph Crawford, Jianda Yuan, Junshui Ma, Richard Baumgartner, Shubing Wang, Gregory Goldmacher
2020	B	`conf`	Comparison of training strategies for the segmentation of retina layers in optical coherence tomography images of rodent eyes using convolutional neural networks. Image Processing Antong Chen, Charlene Zhi Lin Ong, Weiwei Luo, Chen Fei Lee, Ser Mien Chia, Joana Galvao, Daniel Metzger, Eric Gifford, Chih-Liang Chin, Asad Abu Bakar Ali
2020	J	`jnl`	Group Equivariant Generative Adversarial Networks. CoRR Neel Dey, Antong Chen, Soheil Ghafurian
2020	—	`conf`	Restoration of Marker Occluded Hematoxylin and Eosin Stained Whole Slide Histology Images Using Generative Adversarial Networks. ISBI Bairavi Venkatesh, Tosha Shah, Antong Chen, Soheil Ghafurian
2019	A	`conf`	A Progressively-Trained Scale-Invariant and Boundary-Aware Deep Neural Network for the Automatic 3D Segmentation of Lung Lesions. WACV Bo Zhou, Antong Chen, Randolph Crawford, Belma Dogdas, Gregory Goldmacher
2019	B	`conf`	Localization and labeling of cervical vertebral bones in the micro-CT images of rabbit fetuses using a 3D deep convolutional neural network. Image Processing Antong Chen, Dahai Xue, Tosha Shah, Catherine D. G. Hines, Alexa Gleason, Manishkumar Patel, Barbara Robinson, Britta Mattson, Belma Dogdas
2019	J	`jnl`	Restoration of marker occluded hematoxylin and eosin stained whole slide histology images using generative adversarial networks. CoRR Bairavi Venkatesh, Tosha Shah, Antong Chen, Soheil Ghafurian
2018	J	`jnl`	A Progressively-trained Scale-invariant and Boundary-aware Deep Neural Network for the Automatic 3D Segmentation of Lung Lesions. CoRR Bo Zhou, Randolph Crawford, Belma Dogdas, Gregory Goldmacher, Antong Chen
2018	—	`conf`	A multi-level convolutional LSTM model for the segmentation of left ventricle myocardium in infarcted porcine cine MR images. ISBI Dongqing Zhang, Ilknur Icke, Belma Dogdas, Sarayu Parimal, Smita Sampath, Joseph Forbes, Ansuman Bagchi, Chih-Liang Chin, Antong Chen
2018	J	`jnl`	A multi-level convolutional LSTM model for the segmentation of left ventricle myocardium in infarcted porcine cine MR images. CoRR Dongqing Zhang, Ilknur Icke, Belma Dogdas, Sarayu Parimal, Smita Sampath, Joseph Forbes, Ansuman Bagchi, Chih-Liang Chin, Antong Chen
2018	B	`conf`	Segmentation of left ventricle myocardium in porcine cardiac cine MR images using a hybrid of fully convolutional neural networks and convolutional LSTM. Image Processing Dongqing Zhang, Ilknur Icke, Belma Dogdas, Sarayu Parimal, Smita Sampath, Joseph Forbes, Ansuman Bagchi, Chih-Liang Chin, Antong Chen
2017	B	`conf`	Automatic segmentation of left ventricle in cardiac cine MRI images based on deep learning. Image Processing Tian Zhou, Ilknur Icke, Belma Dogdas, Sarayu Parimal, Smita Sampath, Joseph Forbes, Ansuman Bagchi, Chih-Liang Chin, Antong Chen
2017	—	`conf`	Transfer Learning for the Fully Automatic Segmentation of Left Ventricle Myocardium in Porcine Cardiac Cine MR Images. STACOM@MICCAI Antong Chen, Tian Zhou, Ilknur Icke, Sarayu Parimal, Belma Dogdas, Joseph Forbes, Smita Sampath, Ansuman Bagchi, Chih-Liang Chin
2016	—	`conf`	Automatic pose correction for image-guided nonhuman primate brain surgery planning. Image-Guided Procedures Soheil Ghafurian, Antong Chen, Catherine D. G. Hines, Belma Dogdas, Ashleigh Bone, Kenneth Lodge, Stacey O'Malley, Christopher T. Winkelmann, Ansuman Bagchi, Laura S. Lubbers, Jason M. Uslaner, Colena Johnson, John Renger, Hatim A. Zariwala
2016	—	`conf`	Image-guided intracranial cannula placement for awake in vivo microdialysis in nonhuman primates. Image-Guided Procedures Antong Chen, Ashleigh Bone, Catherine D. G. Hines, Belma Dogdas, Tamara O. Montgomery, Maria Michener, Christopher T. Winkelmann, Soheil Ghafurian, Laura S. Lubbers, John Renger, Ansuman Bagchi, Jason M. Uslaner, Colena Johnson, Hatim A. Zariwala
2015	—	`conf`	Characterization of bone abnormalities from micro-CT images for evaluating drug toxicity in developmental and reproductive toxicology (DART) studies. ISBI Belma Dogdas, Antong Chen, Saurin Mehta, Tosha Shah, Barbara Robinson, Dahai Xue, Alexa Gleason, L. David Wise, Randy Crawford, Irene Pak, Francisco Cruz, Sangeetha Somayajula, Ansu Bagchi, Colena Johnson, Britta Mattson, Christopher T. Winkelmann
2015	—	`conf`	Targeting of deep-brain structures in nonhuman primates using MR and CT Images. Image-Guided Procedures Antong Chen, Catherine D. G. Hines, Belma Dogdas, Ashleigh Bone, Kenneth Lodge, Stacey O'Malley, Brett Connolly, Christopher T. Winkelmann, Ansuman Bagchi, Laura S. Lubbers, Jason M. Uslaner, Colena Johnson, John Renger, Hatim A. Zariwala
2012	—	`—`	Automatic segmentation of structures in CT images for head and neck intensity-modulated radiation therapy. Antong Chen
2012	—	`conf`	Quantification of Cy-5 siRNA signal in the intra-vital multi-photon microscopy images. EMBC Antong Chen, Belma Dogdas, Saurin Mehta, Kathleen Haskell, Bruce Ng, Ed Keough, Bonnie Howell, D. Adam Meacham, Amy G. Aslamkhan, Joseph Davide, Matthew Stanton, Ansuman Bagchi, Laura Sepp-Lorenzino, Weikang Tao
2012	B	`conf`	Segmentation of parotid glands in head and neck CT images using a constrained active shape model with landmark uncertainty. Image Processing Antong Chen, Jack H. Noble, Kenneth J. Niermann, Matthew A. Deeley, Benoit M. Dawant
2011	B	`conf`	Evaluation of multi atlas-based approaches for the segmentation of the thyroid gland in IMRT head-and-neck CT images. Image Processing Antong Chen, Kenneth J. Niermann, Matthew A. Deeley, Benoit M. Dawant
2010	B	`conf`	Segmentation of lymph node regions in head-and-neck CT images using a combination of registration and active shape model. Image Processing Antong Chen, Matthew A. Deeley, Kenneth J. Niermann, Luigi Moretti, Benoit M. Dawant