Segmentation of cytoplasm and nuclei of abnormal cells in cervical cytology using global and local graph cuts. - Ling Zhang 002; Hui Kong 001; Chien Ting Chin; Shaoxiong Liu; Zhi Chen 025; Tianfu Wang 001; Siping Chen (Comput. Medical Imaging Graph., 2014)

Prospective Prediction of Thin-Cap Fibroatheromas from Baseline Virtual Histology Intravascular Ultrasound Data. - Ling Zhang 002; Andreas Wahle; Zhi Chen 025; John J. Lopez; Tomas Kovarnik; Milan Sonka (MICCAI (2), 2015)

Joint registration of location and orientation of intravascular ultrasound pullbacks using a 3D graph based method. - Ling Zhang 002; Andreas Wahle; Zhi Chen 025; Li Zhang 047; Richard W. Downe; Tomas Kovarnik; Milan Sonka (Image Processing, 2015)

Simultaneous Registration of Location and Orientation in Intravascular Ultrasound Pullbacks Pairs Via 3D Graph-Based Optimization. - Ling Zhang 002; Andreas Wahle; Zhi Chen 025; Li Zhang 047; Richard W. Downe; Tomas Kovarnik; Milan Sonka (IEEE Trans. Medical Imaging, 2015)

Location-specific prediction of vulnerable plaque using IVUS, virtual histology, and spatial context. - Ling Zhang 002; Andreas Wahle; Zhi Chen 025; John J. Lopez; Tomas Kovarnik; Milan Sonka (ISBI, 2016)

Comprehensive serial study of dynamic remodeling of atherosclerotic coronary arteries using IVUS. - Zhi Chen 025; Andreas Wahle; Ling Zhang 002; Tomas Kovarnik; John J. Lopez; Milan Sonka (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2016)

Quantitative 3D Analysis of Coronary Wall Morphology in Heart Transplant Patients: OCT-Assessed Cardiac Allograft Vasculopathy Progression. - Zhi Chen 025; Michal Pazdernik; Honghai Zhang; Andreas Wahle; Zhihui Guo; Helena Bedanova; Josef Kautzner; Vojtech Melenovsky; Tomas Kovarnik; Milan Sonka (Medical Image Anal., 2018)

Predicting Locations of High-Risk Plaques in Coronary Arteries in Patients Receiving Statin Therapy. - Ling Zhang 002; Andreas Wahle; Zhi Chen 025; John J. Lopez; Tomas Kovarnik; Milan Sonka (IEEE Trans. Medical Imaging, 2018)

FilterNet: A Neighborhood Relationship Enhanced Fully Convolutional Network for Calf Muscle Compartment Segmentation. - Zhihui Guo; Honghai Zhang; Zhi Chen 025; Ellen van der Plas; Laurie Gutmann; Daniel Thedens; Peggy Nopoulos; Milan Sonka (CoRR, 2020)

Fully automated 3D segmentation of MR-imaged calf muscle compartments: Neighborhood relationship enhanced fully convolutional network. - Zhihui Guo; Honghai Zhang; Zhi Chen 025; Ellen van der Plas; Laurie Gutmann; Daniel Thedens; Peggy Nopoulos; Milan Sonka (Comput. Medical Imaging Graph., 2021)

Provable Multi-instance Deep AUC Maximization with Stochastic Pooling. - Dixian Zhu; Bokun Wang; Zhi Chen 025; Yaxing Wang; Milan Sonka; Xiaodong Wu 001; Tianbao Yang (ICML, 2023)

FiAt-Net: Detecting Fibroatheroma Plaque Cap in 3D Intravascular OCT Images. - Yaopeng Peng; Zhi Chen 025; Andreas Wahle; Tomas Kovarnik; Milan Sonka; Danny Z. Chen (CoRR, 2024)