Perry J. Pickhardt

45 papers B 1Journal 18Unranked 26

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Continual Learning-driven Model for Accurate and Generalizable Segmentation of Clinically Comprehensive and Fine-grained Whole-body Anatomies in CT. CoRR Dazhou Guo, Zhanghexuan Ji, Yanzhou Su, Dandan Zheng, Heng Guo, Puyang Wang, Ke Yan, Yirui Wang, Qinji Yu, Zi Li, Minfeng Xu, Jianfeng Zhang, Haoshen Li, Jia Ge, Tsung-Ying Ho, Bing-shen Huang, Tashan Ai, Kuaile Zhao, Na Shen, Qifeng Wang, Yun Bian, Tingyu Wu, Peng Du, Hua Zhang, Feng-Ming (Spring) Kong, Alan L. Yuille, Cher Heng Tan, Chunyan Miao, Perry J. Pickhardt, Senxiang Yan, Ronald M. Summers, Le Lu, Dakai Jin, Xianghua Ye
2025	—	`conf`	An Automated Whole Torso Aortic and Iliac Artery Atherosclerotic Burden Assessment on Body CT. ISBI Jianfei Liu, Vivek Batheja, Pritam Mukherjee, Perry J. Pickhardt, Peter C. Grayson, Ronald M. Summers
2025	J	`jnl`	Improved muscle and fat segmentation for body composition measures on quantitative CT. Int. J. Comput. Assist. Radiol. Surg. Jianfei Liu, Praveen Thoppey Srinivasan Balamuralikrishna, Sovira Tan, Pritam Mukherjee, Tejas Sudharshan Mathai, Perry J. Pickhardt, Ronald M. Summers
2025	J	`jnl`	Lesion Classification by Model-Based Feature Extraction: A Differential Affine Invariant Model of Soft Tissue Elasticity in CT Images. J. Imaging Inform. Medicine Weiguo Cao, Marc Jason Pomeroy, Zhengrong Liang, Yongfeng Gao, Yongyi Shi, Jiaxing Tan, Fangfang Han, Jing Wang, Jianhua Ma, Hongbing Lu, Almas F. Abbasi, Perry J. Pickhardt
2025	—	`conf`	Utility of Hepatic Perivascular Adipose Tissue as a CT Biomarker for Staging Liver Fibrosis. ISBI Skylar Chan, Tejas Sudharshan Mathai, Sydney V. Lewis, Anisa V. Prasad, Jianfei Liu, Meghan G. Lubner, Perry J. Pickhardt, Ronald M. Summers
2025	J	`jnl`	Utility of Pancreas Surface Lobularity as a CT Biomarker for Opportunistic Screening of Type 2 Diabetes. CoRR Tejas Sudharshan Mathai, Anisa V. Prasad, Xinya Wang, Praveen Thoppey Srinivasan Balamuralikrishna, Yan Zhuang, Abhinav Suri, Jianfei Liu, Perry J. Pickhardt, Ronald M. Summers
2024	J	`jnl`	Deep Learning Segmentation of Ascites on Abdominal CT Scans for Automatic Volume Quantification. CoRR Benjamin Hou, Sung-Won Lee, Jung-Min Lee, Christopher Koh, Jing Xiao, Perry J. Pickhardt, Ronald M. Summers
2023	J	`jnl`	Exploring Dual-Energy CT Spectral Information for Machine Learning-Driven Lesion Diagnosis in Pre-Log Domain. IEEE Trans. Medical Imaging Shaojie Chang, Yongfeng Gao, Marc Jason Pomeroy, Ti Bai, Hao Zhang, Siming Lu, Perry J. Pickhardt, Amit Gupta, Michael Reiter, Elaine S. Gould, Zhengrong Liang
2023	—	`conf`	Improved ascites segmentation with bladder identification using anatomical location residual U-Net. Computer-Aided Diagnosis Manas Kumar Nag, Jianfei Liu, Seung Yeon Shin, Benjamin Hou, Liangchen Liu, Perry J. Pickhardt, Jung-Min Lee, Ronald M. Summers
2022	—	`conf`	A vector representation of local image contrast patterns for lesion classification. Computer-Aided Diagnosis Weiguo Cao, Marc Jason Pomeroy, Yongfeng Gao, Perry J. Pickhardt, Almas F. Abbasi, Jela Bandovic, Zhengrong Liang
2022	J	`jnl`	An Adaptive Learning Model for Multiscale Texture Features in Polyp Classification via Computed Tomographic Colonography. Sensors Weiguo Cao, Marc Jason Pomeroy, Shu Zhang, Jiaxing Tan, Zhengrong Liang, Yongfeng Gao, Almas F. Abbasi, Perry J. Pickhardt
2022	—	`conf`	Automated Assessment of Renal Calculi in Serial Computed Tomography Scans. AMAI@MICCAI Pritam Mukherjee, Sungwon Lee, Perry J. Pickhardt, Ronald M. Summers
2022	—	`conf`	Cardiovascular disease and all-cause mortality risk prediction from abdominal CT using deep learning. Computer-Aided Diagnosis Daniel C. Elton, Andy Chen, Perry J. Pickhardt, Ronald M. Summers
2022	J	`jnl`	Lesion classification by model-based feature extraction: A differential affine invariant model of soft tissue elasticity. CoRR Weiguo Cao, Marc Jason Pomeroy, Zhengrong Liang, Yongfeng Gao, Yongyi Shi, Jiaxing Tan, Fangfang Han, Jing Wang, Jianhua Ma, Hongbin Lu, Almas F. Abbasi, Perry J. Pickhardt
2022	J	`jnl`	Vector textures derived from higher order derivative domains for classification of colorectal polyps. Vis. Comput. Ind. Biomed. Art Weiguo Cao, Marc Jason Pomeroy, Zhengrong Liang, Almas F. Abbasi, Perry J. Pickhardt, Hongbing Lu
2021	—	`conf`	3D deep learning for computer-aided detection of serrated polyps in CT colonography. Computer-Aided Diagnosis Janne J. Näppi, Tomoki Uemura, Perry J. Pickhardt, David H. Kim, Hiroyuki Yoshida
2020	J	`jnl`	3D-GLCM CNN: A 3-Dimensional Gray-Level Co-Occurrence Matrix-Based CNN Model for Polyp Classification via CT Colonography. IEEE Trans. Medical Imaging Jiaxing Tan, Yongfeng Gao, Zhengrong Liang, Weiguo Cao, Marc Jason Pomeroy, Yumei Huo, Lihong Li, Matthew A. Barish, Almas F. Abbasi, Perry J. Pickhardt
2020	—	`conf`	Accurately identifying vertebral levels in large datasets. Computer-Aided Diagnosis Daniel C. Elton, Veit Sandfort, Perry J. Pickhardt, Ronald M. Summers
2020	J	`jnl`	Accurately identifying vertebral levels in large datasets. CoRR Daniel C. Elton, Veit Sandfort, Perry J. Pickhardt, Ronald M. Summers
2020	J	`jnl`	Cross-Domain Medical Image Translation by Shared Latent Gaussian Mixture Model. CoRR Yingying Zhu, Youbao Tang, Yuxing Tang, Daniel C. Elton, Sungwon Lee, Perry J. Pickhardt, Ronald M. Summers
2020	—	`conf`	Cross-domain Medical Image Translation by Shared Latent Gaussian Mixture Model. MICCAI (2) Yingying Zhu, Youbao Tang, Yuxing Tang, Daniel C. Elton, Sungwon Lee, Perry J. Pickhardt, Ronald M. Summers
2020	—	`conf`	Deformation robust texture features for polyp classification via CT colonography. Computer-Aided Diagnosis Weiguo Cao, Marc Jason Pomeroy, Shu Zhang, Perry J. Pickhardt, Hongbing Lu, Zhengrong Liang
2020	J	`jnl`	Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Detection. CoRR Yingying Zhu, Daniel C. Elton, Sungwon Lee, Perry J. Pickhardt, Ronald M. Summers
2020	—	`conf`	Integration of optical and virtual colonoscopy images for enhanced classification of colorectal polyps. Computer-Aided Diagnosis Marc Jason Pomeroy, Yi Wang, Anushka Banerjee, Almas F. Abbasi, Matthew A. Barish, Edward Sun, Juan Carlos Bucobo, Perry J. Pickhardt, Zhengrong Liang
2020	—	`conf`	Multilevel UNet for pancreas segmentation from non-contrast CT scans through domain adaptation. Computer-Aided Diagnosis Sai Aditya Sriram, Angshuman Paul, Yingying Zhu, Veit Sandfort, Perry J. Pickhardt, Ronald M. Summers
2020	—	`conf`	Performance investigation of deep learning vs. classifier for polyp differentiation via texture features. Computer-Aided Diagnosis David Liang, David Wang, Alice Wei, Yeseul Choi, Shu Zhang, Marc Jason Pomeroy, Perry J. Pickhardt
2019	—	`conf`	A local geometrical metric-based model for polyp classification. Computer-Aided Diagnosis Weiguo Cao, Marc Jason Pomeroy, Perry J. Pickhardt, Matthew A. Barish, Samuel Stanley III, Zhengrong Liang
2019	—	`conf`	A statistical analysis of oral tagging in CT colonography and its impact on flat polyp detection and characterization. Image Perception, Observer Performance, and Technology Assessment Marc Jason Pomeroy, Matthew A. Barish, Perry J. Pickhardt, Jie Yang, Zhengrong Liang
2019	—	`conf`	Improved polyp classification by inclusion of the surrounding colon wall textures. Computer-Aided Diagnosis Marc Jason Pomeroy, Almas F. Abbasi, Kevin Baker, Matthew A. Barish, Samuel Stanley III, Kenneth Ng, Perry J. Pickhardt, Zhengrong Liang
2019	J	`jnl`	Multi-scale characterizations of colon polyps via computed tomographic colonography. Vis. Comput. Ind. Biomed. Art Weiguo Cao, Marc Jason Pomeroy, Yongfeng Gao, Matthew A. Barish, Almas F. Abbasi, Perry J. Pickhardt, Zhengrong Liang
2018	—	`conf`	Histogram-based adaptive gray level scaling for texture feature classification of colorectal polyps. Computer-Aided Diagnosis Marc Jason Pomeroy, Hongbing Lu, Perry J. Pickhardt, Zhengrong Liang
2017	—	`conf`	A study of oral contrast coating on the surface of polyps: an implication for computer-aided detection and classification of polyps. Computer-Aided Diagnosis Harmanpreet Singh, Lihong C. Li, Marc Jason Pomeroy, Perry J. Pickhardt, Matthew A. Barish, Donald P. Harrington, Zhengrong Liang
2017	—	`conf`	Deep learning of contrast-coated serrated polyps for computer-aided detection in CT colonography. Computer-Aided Diagnosis Janne J. Näppi, Perry J. Pickhardt, David H. Kim, Toru Hironaka, Hiroyuki Yoshida
2017	—	`conf`	False positive reduction for wall thickness-based detection of colonic flat polyps via CT colonography. Computer-Aided Diagnosis Marc Jason Pomeroy, Lihong C. Li, Hao Han, Xinzhou Wei, Perry J. Pickhardt, Zhengrong Liang
2016	—	`conf`	An integrated classifier for computer-aided diagnosis of colorectal polyps based on random forest and location index strategies. Computer-Aided Diagnosis Yifan Hu, Hao Han, Wei Zhu, Lihong C. Li, Perry J. Pickhardt, Zhengrong Liang
2016	J	`jnl`	Texture Feature Extraction and Analysis for Polyp Differentiation via Computed Tomography Colonography. IEEE Trans. Medical Imaging Yifan Hu, Zhengrong Liang, Bowen Song, Hao Han, Perry J. Pickhardt, Wei Zhu, Chaijie Duan, Hao Zhang, Matthew A. Barish, Chris E. Lascarides
2015	—	`conf`	Distance weighted 'inside disc' classifier for computer-aided diagnosis of colonic polyps. Computer-Aided Diagnosis Yifan Hu, Bowen Song, Perry J. Pickhardt, Zhengrong Liang
2014	—	`conf`	An adaptive approach to centerline extraction for CT colonography using MAP-EM segmentation and distance field. Computer-Aided Diagnosis Hao Peng, Lihong C. Li, Huafeng Wang, Hao Han, Perry J. Pickhardt, Zhengrong Liang
2014	J	`jnl`	Volumetric texture features from higher-order images for diagnosis of colon lesions via CT colonography. Int. J. Comput. Assist. Radiol. Surg. Bowen Song, Guopeng Zhang, Hongbing Lu, Huafeng Wang, Wei Zhu, Perry J. Pickhardt, Zhengrong Liang
2013	J	`jnl`	Haustral Fold Segmentation With Curvature-Guided Level Set Evolution. IEEE Trans. Biomed. Eng. Hongbin Zhu, Matthew A. Barish, Perry J. Pickhardt, Zhengrong Liang
2013	—	`conf`	Registration of Temporally Separated CT Colonography Cases. Abdominal Imaging Holger Roth, Emma Helbren, Thomas Hampshire, Perry J. Pickhardt, Steve Halligan, David J. Hawkes
2012	—	`conf`	Automatic colonic fold segmentation for computed tomography colonography. Computer-Aided Diagnosis Hongbin Zhu, Matthew A. Barish, Lihong Li, Bowen Song, Donald P. Harrington, Perry J. Pickhardt, Zhengrong Liang
2010	—	`conf`	Projection-based features for reducing false positives in computer-aided detection of colonic polyps in CT colonography. Computer-Aided Diagnosis Hongbin Zhu, Matthew A. Barish, Perry J. Pickhardt, Yi Fan, Erica Posniak, Robert Richards, Zhengrong Liang
2006	B	`conf`	Automatic colonic polyp detection using multi-objective evolutionary techniques. Image Processing Jiang Li, Adam Huang, Jianhua Yao, Ingmar Bitter, Nicholas Petrick, Ronald M. Summers, Perry J. Pickhardt, J. Richard Choi
2006	J	`jnl`	Hybrid segmentation of colon filled with air and opacified fluid for CT colonography. IEEE Trans. Medical Imaging Marek Franaszek, Ronald M. Summers, Perry J. Pickhardt, J. Richard Choi