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ORCIDPerry J. Pickhardt
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2020 – today
- 2024
[i5]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 abs/2406.15979 (2024)- 2023
- [j9]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:
Exploring Dual-Energy CT Spectral Information for Machine Learning-Driven Lesion Diagnosis in Pre-Log Domain. IEEE Trans. Medical Imaging 42(6): 1835-1845 (2023) - [c25]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 - 2022
- [j8]Weiguo Cao, Marc Jason 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): 907 (2022) - [j7]Weiguo Cao, Marc Jason 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): 16 (2022) - [c24]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 - [c23]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 - [c22]Pritam Mukherjee, Sungwon Lee, Perry J. Pickhardt, Ronald M. Summers:
Automated Assessment of Renal Calculi in Serial Computed Tomography Scans. AMAI@MICCAI 2022: 39-48 - [i4]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:
Lesion classification by model-based feature extraction: A differential affine invariant model of soft tissue elasticity. CoRR abs/2205.14029 (2022) - 2021
- [c21]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 - 2020
- [j6]Jiaxing Tan, Yongfeng Gao, Zhengrong Liang, Weiguo Cao, Marc Jason 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): 2013-2024 (2020) - [c20]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 - [c19]Daniel C. Elton, Veit Sandfort, Perry J. Pickhardt, Ronald M. Summers:
Accurately identifying vertebral levels in large datasets. Medical Imaging: Computer-Aided Diagnosis 2020 - [c18]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 - [c17]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 - [c16]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 - [c15]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: 379-389 - [i3]Daniel C. Elton, Veit Sandfort, Perry J. Pickhardt, Ronald M. Summers:
Accurately identifying vertebral levels in large datasets. CoRR abs/2001.10503 (2020) - [i2]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 abs/2005.11384 (2020) - [i1]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 abs/2007.07230 (2020)
2010 – 2019
- 2019
- [j5]Weiguo Cao, Marc Jason 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: 1-12 (2019) - [c14]Marc Jason 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: 109502W - [c13]Weiguo Cao, Marc Jason 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: 1095014 - [c12]Marc Jason 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: 1095215 - 2018
- [c11]Marc Jason 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: 105752A - 2017
- [c10]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: 101340H - [c9]Harmanpreet Singh, Lihong C. Li, Marc Jason 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: 101340I - [c8]Marc Jason 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: 1013434 - 2016
- [j4]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): 1522-1531 (2016) - [c7]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: 97851L - 2015
- [c6]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: 94140R - 2014
- [j3]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): 1021-1031 (2014) - [c5]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: 903510 - 2013
- [j2]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): 321-331 (2013) - [c4]Holger Roth, Emma Helbren, Thomas Hampshire, Perry J. Pickhardt, Steve Halligan, David J. Hawkes:
Registration of Temporally Separated CT Colonography Cases. Abdominal Imaging 2013: 46-52 - 2012
- [c3]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: 83150X - 2010
- [c2]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: 76240B
2000 – 2009
- 2006
- [j1]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): 358-368 (2006) - [c1]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: 61445E
Coauthor Index
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