Perry J. Pickhardt

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 30

Top Topics

Ct Colonography

Texture Features

Top Venues

Medical Imaging: Computer-Aided Diagnosis

IEEE Trans. Medical Imaging

Vis. Comput. Ind. Biomed. Art

Publications

Benjamin Hou, Sung-Won Lee, Jung-Min Lee, Christopher Koh, Jing Xiao, Perry J. Pickhardt, Ronald M. Summers
Deep Learning Segmentation of Ascites on Abdominal CT Scans for Automatic Volume Quantification. CoRR (2024)
Shaojie Chang, Yongfeng Gao, Marc J. Pomeroy, Ti Bai, Hao Zhang, Siming Lu, Perry J. Pickhardt, Amit Gupta, Michael Reiter, Elaine S. Gould, Zhengrong Liang
Exploring Dual-Energy CT Spectral Information for Machine Learning-Driven Lesion Diagnosis in Pre-Log Domain. IEEE Trans. Medical Imaging 42 (6) (2023)
Manas Kumar Nag, Jianfei Liu, Seung Yeon Shin, Benjamin Hou, Liangchen Liu, Perry J. Pickhardt, Jung-Min Lee, Ronald M. Summers
Improved ascites segmentation with bladder identification using anatomical location residual U-Net. Medical Imaging: Computer-Aided Diagnosis (2023)
Daniel C. Elton, Andy Chen, Perry J. Pickhardt, Ronald M. Summers
Cardiovascular disease and all-cause mortality risk prediction from abdominal CT using deep learning. Medical Imaging: Computer-Aided Diagnosis (2022)
Weiguo Cao, Marc J. Pomeroy, Shu Zhang, Jiaxing Tan, Zhengrong Liang, Yongfeng Gao, Almas F. Abbasi, Perry J. Pickhardt
An Adaptive Learning Model for Multiscale Texture Features in Polyp Classification via Computed Tomographic Colonography. Sensors 22 (3) (2022)
Weiguo Cao, Marc J. Pomeroy, Zhengrong Liang, Almas F. Abbasi, Perry J. Pickhardt, Hongbing Lu
Vector textures derived from higher order derivative domains for classification of colorectal polyps. Vis. Comput. Ind. Biomed. Art 5 (1) (2022)
Weiguo Cao, Marc J. Pomeroy, Zhengrong Liang, Yongfeng Gao, Yongyi Shi, Jiaxing Tan, Fangfang Han, Jing Wang, Jianhua Ma, Hongbin Lu, Almas F. Abbasi, Perry J. Pickhardt
Lesion classification by model-based feature extraction: A differential affine invariant model of soft tissue elasticity. CoRR (2022)
Weiguo Cao, Marc Jason Pomeroy, Yongfeng Gao, Perry J. Pickhardt, Almas F. Abbasi, Jela Bandovic, Zhengrong Liang
A vector representation of local image contrast patterns for lesion classification. Medical Imaging: Computer-Aided Diagnosis (2022)
Pritam Mukherjee, Sungwon Lee, Perry J. Pickhardt, Ronald M. Summers
Automated Assessment of Renal Calculi in Serial Computed Tomography Scans. AMAI@MICCAI (2022)
Janne J. Näppi, Tomoki Uemura, Perry J. Pickhardt, David H. Kim, Hiroyuki Yoshida
3D deep learning for computer-aided detection of serrated polyps in CT colonography. Medical Imaging: Computer-Aided Diagnosis (2021)
Yingying Zhu, Daniel C. Elton, Sungwon Lee, Perry J. Pickhardt, Ronald M. Summers
Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Detection. CoRR (2020)
David Liang, David Wang, Alice Wei, Yeseul Choi, Shu Zhang, Marc Jason Pomeroy, Perry J. Pickhardt
Performance investigation of deep learning vs. classifier for polyp differentiation via texture features. Medical Imaging: Computer-Aided Diagnosis (2020)
Yingying Zhu, Youbao Tang, Yuxing Tang, Daniel C. Elton, Sungwon Lee, Perry J. Pickhardt, Ronald M. Summers
Cross-domain Medical Image Translation by Shared Latent Gaussian Mixture Model. MICCAI (2) (2020)
Daniel C. Elton, Veit Sandfort, Perry J. Pickhardt, Ronald M. Summers
Accurately identifying vertebral levels in large datasets. Medical Imaging: Computer-Aided Diagnosis (2020)
Jiaxing Tan, Yongfeng Gao, Zhengrong Liang, Weiguo Cao, Marc J. Pomeroy, Yumei Huo, Lihong Li, Matthew A. Barish, Almas F. Abbasi, Perry J. Pickhardt
3D-GLCM CNN: A 3-Dimensional Gray-Level Co-Occurrence Matrix-Based CNN Model for Polyp Classification via CT Colonography. IEEE Trans. Medical Imaging 39 (6) (2020)
Yingying Zhu, Youbao Tang, Yuxing Tang, Daniel C. Elton, Sungwon Lee, Perry J. Pickhardt, Ronald M. Summers
Cross-Domain Medical Image Translation by Shared Latent Gaussian Mixture Model. CoRR (2020)
Sai Aditya Sriram, Angshuman Paul, Yingying Zhu, Veit Sandfort, Perry J. Pickhardt, Ronald M. Summers
Multilevel UNet for pancreas segmentation from non-contrast CT scans through domain adaptation. Medical Imaging: Computer-Aided Diagnosis (2020)
Marc Jason Pomeroy, Yi Wang, Anushka Banerjee, Almas F. Abbasi, Matthew A. Barish, Edward Sun, Juan Carlos Bucobo, Perry J. Pickhardt, Zhengrong Liang
Integration of optical and virtual colonoscopy images for enhanced classification of colorectal polyps. Medical Imaging: Computer-Aided Diagnosis (2020)
Daniel C. Elton, Veit Sandfort, Perry J. Pickhardt, Ronald M. Summers
Accurately identifying vertebral levels in large datasets. CoRR (2020)
Weiguo Cao, Marc Jason Pomeroy, Shu Zhang, Perry J. Pickhardt, Hongbing Lu, Zhengrong Liang
Deformation robust texture features for polyp classification via CT colonography. Medical Imaging: Computer-Aided Diagnosis (2020)
Marc J. Pomeroy, Almas F. Abbasi, Kevin Baker, Matthew A. Barish, Samuel Stanley III, Kenneth Ng, Perry J. Pickhardt, Zhengrong Liang
Improved polyp classification by inclusion of the surrounding colon wall textures. Medical Imaging: Computer-Aided Diagnosis (2019)
Weiguo Cao, Marc J. Pomeroy, Perry J. Pickhardt, Matthew A. Barish, Samuel Stanley III, Zhengrong Liang
A local geometrical metric-based model for polyp classification. Medical Imaging: Computer-Aided Diagnosis (2019)
Marc J. Pomeroy, Matthew A. Barish, Perry J. Pickhardt, Jie Yang, Zhengrong Liang
A statistical analysis of oral tagging in CT colonography and its impact on flat polyp detection and characterization. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2019)
Weiguo Cao, Marc J. Pomeroy, Yongfeng Gao, Matthew A. Barish, Almas F. Abbasi, Perry J. Pickhardt, Zhengrong Liang
Multi-scale characterizations of colon polyps via computed tomographic colonography. Vis. Comput. Ind. Biomed. Art 2 (2019)
Marc J. Pomeroy, Hongbing Lu, Perry J. Pickhardt, Zhengrong Liang
Histogram-based adaptive gray level scaling for texture feature classification of colorectal polyps. Medical Imaging: Computer-Aided Diagnosis (2018)
Harmanpreet Singh, Lihong C. Li, Marc J. Pomeroy, Perry J. Pickhardt, Matthew A. Barish, Donald P. Harrington, Zhengrong Liang
A study of oral contrast coating on the surface of polyps: an implication for computer-aided detection and classification of polyps. Medical Imaging: Computer-Aided Diagnosis (2017)
Janne J. Näppi, Perry J. Pickhardt, David H. Kim, Toru Hironaka, Hiroyuki Yoshida
Deep learning of contrast-coated serrated polyps for computer-aided detection in CT colonography. Medical Imaging: Computer-Aided Diagnosis (2017)
Marc J. Pomeroy, Lihong C. Li, Hao Han, Xinzhou Wei, Perry J. Pickhardt, Zhengrong Liang
False positive reduction for wall thickness-based detection of colonic flat polyps via CT colonography. Medical Imaging: Computer-Aided Diagnosis (2017)
Yifan Hu, Hao Han, Wei Zhu, Lihong C. Li, Perry J. Pickhardt, Zhengrong Liang
An integrated classifier for computer-aided diagnosis of colorectal polyps based on random forest and location index strategies. Medical Imaging: Computer-Aided Diagnosis (2016)
Yifan Hu, Zhengrong Liang, Bowen Song, Hao Han, Perry J. Pickhardt, Wei Zhu, Chaijie Duan, Hao Zhang, Matthew A. Barish, Chris E. Lascarides
Texture Feature Extraction and Analysis for Polyp Differentiation via Computed Tomography Colonography. IEEE Trans. Medical Imaging 35 (6) (2016)
Yifan Hu, Bowen Song, Perry J. Pickhardt, Zhengrong Liang
Distance weighted 'inside disc' classifier for computer-aided diagnosis of colonic polyps. Medical Imaging: Computer-Aided Diagnosis (2015)
Hao Peng, Lihong C. Li, Huafeng Wang, Hao Han, Perry J. Pickhardt, Zhengrong Liang
An adaptive approach to centerline extraction for CT colonography using MAP-EM segmentation and distance field. Medical Imaging: Computer-Aided Diagnosis (2014)
Bowen Song, Guopeng Zhang, Hongbing Lu, Huafeng Wang, Wei Zhu, Perry J. Pickhardt, Zhengrong Liang
Volumetric texture features from higher-order images for diagnosis of colon lesions via CT colonography. Int. J. Comput. Assist. Radiol. Surg. 9 (6) (2014)
Holger Roth, Emma Helbren, Thomas Hampshire, Perry J. Pickhardt, Steve Halligan, David J. Hawkes
Registration of Temporally Separated CT Colonography Cases. Abdominal Imaging (2013)
Hongbin Zhu, Matthew A. Barish, Perry J. Pickhardt, Zhengrong Liang
Haustral Fold Segmentation With Curvature-Guided Level Set Evolution. IEEE Trans. Biomed. Eng. 60 (2) (2013)
Hongbin Zhu, Matthew A. Barish, Lihong Li, Bowen Song, Donald P. Harrington, Perry J. Pickhardt, Zhengrong Liang
Automatic colonic fold segmentation for computed tomography colonography. Medical Imaging: Computer-Aided Diagnosis (2012)
Hongbin Zhu, Matthew A. Barish, Perry J. Pickhardt, Yi Fan, Erica Posniak, Robert Richards, Zhengrong Liang
Projection-based features for reducing false positives in computer-aided detection of colonic polyps in CT colonography. Medical Imaging: Computer-Aided Diagnosis (2010)
Marek Franaszek, Ronald M. Summers, Perry J. Pickhardt, J. Richard Choi
Hybrid segmentation of colon filled with air and opacified fluid for CT colonography. IEEE Trans. Medical Imaging 25 (3) (2006)
Jiang Li, Adam Huang, Jianhua Yao, Ingmar Bitter, Nicholas Petrick, Ronald M. Summers, Perry J. Pickhardt, J. Richard Choi
Automatic colonic polyp detection using multi-objective evolutionary techniques. Medical Imaging: Image Processing (2006)