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Ronald M Summers

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Pattern Recognition|July 7, 2009

EMPLOYING TOPOGRAPHICAL HEIGHT MAP IN COLONIC POLYP MEASUREMENT AND FALSE POSITIVE REDUCTIONJianhua Yao, Jiang Li, Ronald M Summers

Proceedings of Spie--The International Society for Optical Engineering|October 7, 2024

Weakly supervised learning for subcutaneous edema segmentation of abdominal CT using pseudo-labels and multi-stage nnU-NetsSayantan Bhadra, Jianfei Liu, Ronald M Summers

IEEE Transactions on Medical Imaging|August 19, 2007

Automatic correction of level set based subvoxel precise centerlines for virtual colonoscopy using the colon outer wallRobert L Van Uitert, Ronald M Summers

Medical Physics|January 30, 2009

Scale-based scatter correction for computer-aided polyp detection in CT colonographyJiamin Liu, Jianhua Yao, Ronald M Summers

Proceedings of Spie--The International Society for Optical Engineering|April 21, 2025

Development of Multiscale 3D Residual U-Net to Segment Edematous Adipose Tissue by Leveraging Annotations from Non-Edematous Adipose TissueJianfei Liu, Omid Shafaat, Ronald M Summers

JAMA|July 29, 2004

Virtual colonoscopyRonald M Summers, Ingmar Bitter, Nicholas Petrick

Medical Image Learning with Limited and Noisy Data : Second International Workshop, Milland 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings. Milland (Workshop) : (2Nd : 2023 : Vancouver, B|April 24, 2025

A Dual-Branch Network with Mixed and Self-Supervision for Medical Image Segmentation: An Application to Segment Edematous Adipose TissueJianfei Liu, Omid Shafaat, Ronald M Summers

Arxiv|May 7, 2024

Self and Mixed Supervision to Improve Training Labels for Multi-Class Medical Image SegmentationJianfei Liu, Christopher Parnell, Ronald M Summers

Journal of Medical Imaging (Bellingham, Wash.)|January 12, 2018

Special Section Guest Editorial: Radiomics and Deep LearningDespina Kontos, Ronald M Summers, Maryellen Giger

Medical Physics|May 22, 2008

Improved classifier for computer-aided polyp detection in CT colonography by nonlinear dimensionality reductionShijun Wang, Jianhua Yao, Ronald M Summers

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