Automatic colonic polyp detection using multi-objective evolutionary techniques. - Jiang Li 001; Adam Huang; Jianhua Yao 001; Ingmar Bitter; Nicholas Petrick; Ronald M. Summers; Perry J. Pickhardt; J. Richard Choi (Image Processing, 2006)

Hybrid segmentation of colon filled with air and opacified fluid for CT colonography. - Marek Franaszek; Ronald M. Summers; Perry J. Pickhardt; J. Richard Choi (IEEE Trans. Medical Imaging, 2006)

Projection-based features for reducing false positives in computer-aided detection of colonic polyps in CT colonography. - Hongbin Zhu; Matthew A. Barish; Perry J. Pickhardt; Yi Fan; Erica Posniak; Robert Richards; Zhengrong Liang (Computer-Aided Diagnosis, 2010)

Automatic colonic fold segmentation for computed tomography colonography. - Hongbin Zhu; Matthew A. Barish; Lihong Li 002; Bowen Song; Donald P. Harrington; Perry J. Pickhardt; Zhengrong Liang (Computer-Aided Diagnosis, 2012)

Registration of Temporally Separated CT Colonography Cases. - Holger Roth; Emma Helbren; Thomas Hampshire; Perry J. Pickhardt; Steve Halligan; David J. Hawkes (Abdominal Imaging, 2013)

Haustral Fold Segmentation With Curvature-Guided Level Set Evolution. - Hongbin Zhu; Matthew A. Barish; Perry J. Pickhardt; Zhengrong Liang (IEEE Trans. Biomed. Eng., 2013)

An adaptive approach to centerline extraction for CT colonography using MAP-EM segmentation and distance field. - Hao Peng 019; Lihong C. Li; Huafeng Wang; Hao Han; Perry J. Pickhardt; Zhengrong Liang (Computer-Aided Diagnosis, 2014)

Volumetric texture features from higher-order images for diagnosis of colon lesions via CT colonography. - Bowen Song; Guopeng Zhang; Hongbing Lu; Huafeng Wang; Wei Zhu 008; Perry J. Pickhardt; Zhengrong Liang (Int. J. Comput. Assist. Radiol. Surg., 2014)

Distance weighted 'inside disc' classifier for computer-aided diagnosis of colonic polyps. - Yifan Hu 002; Bowen Song; Perry J. Pickhardt; Zhengrong Liang (Computer-Aided Diagnosis, 2015)

An integrated classifier for computer-aided diagnosis of colorectal polyps based on random forest and location index strategies. - Yifan Hu 002; Hao Han; Wei Zhu 008; Lihong C. Li; Perry J. Pickhardt; Zhengrong Liang (Computer-Aided Diagnosis, 2016)

Texture Feature Extraction and Analysis for Polyp Differentiation via Computed Tomography Colonography. - Yifan Hu 002; Zhengrong Liang; Bowen Song; Hao Han; Perry J. Pickhardt; Wei Zhu 008; Chaijie Duan; Hao Zhang 026; Matthew A. Barish; Chris E. Lascarides (IEEE Trans. Medical Imaging, 2016)

Deep learning of contrast-coated serrated polyps for computer-aided detection in CT colonography. - Janne J. Näppi; Perry J. Pickhardt; David H. Kim; Toru Hironaka; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2017)

False positive reduction for wall thickness-based detection of colonic flat polyps via CT colonography. - Marc Jason Pomeroy; Lihong C. Li; Hao Han; Xinzhou Wei; Perry J. Pickhardt; Zhengrong Liang (Computer-Aided Diagnosis, 2017)

A study of oral contrast coating on the surface of polyps: an implication for computer-aided detection and classification of polyps. - Harmanpreet Singh; Lihong C. Li; Marc Jason Pomeroy; Perry J. Pickhardt; Matthew A. Barish; Donald P. Harrington; Zhengrong Liang (Computer-Aided Diagnosis, 2017)

Histogram-based adaptive gray level scaling for texture feature classification of colorectal polyps. - Marc Jason Pomeroy; Hongbing Lu; Perry J. Pickhardt; Zhengrong Liang (Computer-Aided Diagnosis, 2018)

A local geometrical metric-based model for polyp classification. - Weiguo Cao; Marc Jason Pomeroy; Perry J. Pickhardt; Matthew A. Barish; Samuel Stanley III; Zhengrong Liang (Computer-Aided Diagnosis, 2019)

Improved polyp classification by inclusion of the surrounding colon wall textures. - Marc Jason Pomeroy; Almas F. Abbasi; Kevin Baker; Matthew A. Barish; Samuel Stanley III; Kenneth Ng; Perry J. Pickhardt; Zhengrong Liang (Computer-Aided Diagnosis, 2019)

A statistical analysis of oral tagging in CT colonography and its impact on flat polyp detection and characterization. - Marc Jason Pomeroy; Matthew A. Barish; Perry J. Pickhardt; Jie Yang; Zhengrong Liang (Image Perception, Observer Performance, and Technology Assessment, 2019)

Multi-scale characterizations of colon polyps via computed tomographic colonography. - Weiguo Cao; Marc Jason Pomeroy; Yongfeng Gao; Matthew A. Barish; Almas F. Abbasi; Perry J. Pickhardt; Zhengrong Liang (Vis. Comput. Ind. Biomed. Art, 2019)

Deformation robust texture features for polyp classification via CT colonography. - Weiguo Cao; Marc Jason Pomeroy; Shu Zhang 006; Perry J. Pickhardt; Hongbing Lu; Zhengrong Liang (Computer-Aided Diagnosis, 2020)

Accurately identifying vertebral levels in large datasets. - Daniel C. Elton; Veit Sandfort; Perry J. Pickhardt; Ronald M. Summers (Computer-Aided Diagnosis, 2020)

Performance investigation of deep learning vs. classifier for polyp differentiation via texture features. - David Liang; David Wang; Alice Wei; Yeseul Choi; Shu Zhang 006; Marc Jason Pomeroy; Perry J. Pickhardt (Computer-Aided Diagnosis, 2020)

Integration of optical and virtual colonoscopy images for enhanced classification of colorectal polyps. - Marc Jason Pomeroy; Yi Wang; Anushka Banerjee; Almas F. Abbasi; Matthew A. Barish; Edward Sun; Juan Carlos Bucobo; Perry J. Pickhardt; Zhengrong Liang (Computer-Aided Diagnosis, 2020)

Multilevel UNet for pancreas segmentation from non-contrast CT scans through domain adaptation. - Sai Aditya Sriram; Angshuman Paul; Yingying Zhu 003; Veit Sandfort; Perry J. Pickhardt; Ronald M. Summers (Computer-Aided Diagnosis, 2020)

Cross-domain Medical Image Translation by Shared Latent Gaussian Mixture Model. - Yingying Zhu 003; Youbao Tang; Yuxing Tang; Daniel C. Elton; Sungwon Lee 003; Perry J. Pickhardt; Ronald M. Summers (MICCAI (2), 2020)

Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Detection. - Yingying Zhu 003; Daniel C. Elton; Sungwon Lee 003; Perry J. Pickhardt; Ronald M. Summers (CoRR, 2020)

3D-GLCM CNN: A 3-Dimensional Gray-Level Co-Occurrence Matrix-Based CNN Model for Polyp Classification via CT Colonography. - Jiaxing Tan; Yongfeng Gao; Zhengrong Liang; Weiguo Cao; Marc Jason Pomeroy; Yumei Huo; Lihong Li 002; Matthew A. Barish; Almas F. Abbasi; Perry J. Pickhardt (IEEE Trans. Medical Imaging, 2020)

3D deep learning for computer-aided detection of serrated polyps in CT colonography. - Janne J. Näppi; Tomoki Uemura; Perry J. Pickhardt; David H. Kim; Hiroyuki Yoshida (Computer-Aided Diagnosis, 2021)

A vector representation of local image contrast patterns for lesion classification. - Weiguo Cao; Marc Jason Pomeroy; Yongfeng Gao; Perry J. Pickhardt; Almas F. Abbasi; Jela Bandovic; Zhengrong Liang (Computer-Aided Diagnosis, 2022)

Cardiovascular disease and all-cause mortality risk prediction from abdominal CT using deep learning. - Daniel C. Elton; Andy Chen; Perry J. Pickhardt; Ronald M. Summers (Computer-Aided Diagnosis, 2022)

Automated Assessment of Renal Calculi in Serial Computed Tomography Scans. - Pritam Mukherjee; Sungwon Lee 003; Perry J. Pickhardt; Ronald M. Summers (AMAI@MICCAI, 2022)

Lesion classification by model-based feature extraction: A differential affine invariant model of soft tissue elasticity. - Weiguo Cao; Marc Jason Pomeroy; Zhengrong Liang; Yongfeng Gao; Yongyi Shi; Jiaxing Tan; Fangfang Han; Jing Wang 022; Jianhua Ma 001; Hongbin Lu; Almas F. Abbasi; Perry J. Pickhardt (CoRR, 2022)

An Adaptive Learning Model for Multiscale Texture Features in Polyp Classification via Computed Tomographic Colonography. - Weiguo Cao; Marc Jason Pomeroy; Shu Zhang 006; Jiaxing Tan; Zhengrong Liang; Yongfeng Gao; Almas F. Abbasi; Perry J. Pickhardt (Sensors, 2022)

Vector textures derived from higher order derivative domains for classification of colorectal polyps. - Weiguo Cao; Marc Jason Pomeroy; Zhengrong Liang; Almas F. Abbasi; Perry J. Pickhardt; Hongbing Lu (Vis. Comput. Ind. Biomed. Art, 2022)

Improved ascites segmentation with bladder identification using anatomical location residual U-Net. - Manas Kumar Nag; Jianfei Liu; Seung Yeon Shin; Benjamin Hou; Liangchen Liu; Perry J. Pickhardt; Jung-Min Lee; Ronald M. Summers (Computer-Aided Diagnosis, 2023)

Exploring Dual-Energy CT Spectral Information for Machine Learning-Driven Lesion Diagnosis in Pre-Log Domain. - Shaojie Chang; Yongfeng Gao; Marc Jason Pomeroy; Ti Bai; Hao Zhang 026; Siming Lu; Perry J. Pickhardt; Amit Gupta; Michael Reiter; Elaine S. Gould; Zhengrong Liang (IEEE Trans. Medical Imaging, 2023)

Deep Learning Segmentation of Ascites on Abdominal CT Scans for Automatic Volume Quantification. - Benjamin Hou; Sung-Won Lee 003; Jung-Min Lee; Christopher Koh; Jing Xiao 006; Perry J. Pickhardt; Ronald M. Summers (CoRR, 2024)

Utility of Hepatic Perivascular Adipose Tissue as a CT Biomarker for Staging Liver Fibrosis. - Skylar Chan; Tejas Sudharshan Mathai; Sydney V. Lewis; Anisa V. Prasad; Jianfei Liu; Meghan G. Lubner; Perry J. Pickhardt; Ronald M. Summers (ISBI, 2025)

An Automated Whole Torso Aortic and Iliac Artery Atherosclerotic Burden Assessment on Body CT. - Jianfei Liu; Vivek Batheja; Pritam Mukherjee; Perry J. Pickhardt; Peter C. Grayson; Ronald M. Summers (ISBI, 2025)

A Continual Learning-driven Model for Accurate and Generalizable Segmentation of Clinically Comprehensive and Fine-grained Whole-body Anatomies in CT. - Dazhou Guo; Zhanghexuan Ji; Yanzhou Su; Dandan Zheng; Heng Guo; Puyang Wang; Ke Yan 006; Yirui Wang 002; Qinji Yu; Zi Li; Minfeng Xu; Jianfeng Zhang; et al. (CoRR, 2025)