Zhi Chen

14 papers A* 1B 1Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Fully automated IVUS image segmentation with efficient deep-learning-assisted annotation.
Comput. Biol. Medicine
Lichun Zhang, Zhi Chen, Honghai Zhang, Fahim A. Zaman, Andreas Wahle, Xiaodong Wu, Coleen A. McNamara, Angela M. Taylor, Milan Sonka
2024 J jnl
FiAt-Net: Detecting Fibroatheroma Plaque Cap in 3D Intravascular OCT Images.
CoRR
Yaopeng Peng, Zhi Chen, Andreas Wahle, Tomas Kovarnik, Milan Sonka, Danny Z. Chen
2023 A* conf
Provable Multi-instance Deep AUC Maximization with Stochastic Pooling.
ICML
Dixian Zhu, Bokun Wang, Zhi Chen, Yaxing Wang, Milan Sonka, Xiaodong Wu, Tianbao Yang
2023 J jnl
Provable Multi-instance Deep AUC Maximization with Stochastic Pooling.
CoRR
Dixian Zhu, Bokun Wang, Zhi Chen, Yaxing Wang, Milan Sonka, Xiaodong Wu, Tianbao Yang
2021 J jnl
Fully automated 3D segmentation of MR-imaged calf muscle compartments: Neighborhood relationship enhanced fully convolutional network.
Comput. Medical Imaging Graph.
Zhihui Guo, Honghai Zhang, Zhi Chen, Ellen van der Plas, Laurie Gutmann, Daniel Thedens, Peggy Nopoulos, Milan Sonka
2020 J jnl
FilterNet: A Neighborhood Relationship Enhanced Fully Convolutional Network for Calf Muscle Compartment Segmentation.
CoRR
Zhihui Guo, Honghai Zhang, Zhi Chen, Ellen van der Plas, Laurie Gutmann, Daniel Thedens, Peggy Nopoulos, Milan Sonka
2018 J jnl
Predicting Locations of High-Risk Plaques in Coronary Arteries in Patients Receiving Statin Therapy.
IEEE Trans. Medical Imaging
Ling Zhang, Andreas Wahle, Zhi Chen, John J. Lopez, Tomas Kovarnik, Milan Sonka
2018 J jnl
Quantitative 3D Analysis of Coronary Wall Morphology in Heart Transplant Patients: OCT-Assessed Cardiac Allograft Vasculopathy Progression.
Medical Image Anal.
Zhi Chen, Michal Pazdernik, Honghai Zhang, Andreas Wahle, Zhihui Guo, Helena Bedanova, Josef Kautzner, Vojtech Melenovsky, Tomas Kovarnik, Milan Sonka
2016 — conf
Comprehensive serial study of dynamic remodeling of atherosclerotic coronary arteries using IVUS.
Biomedical Applications in Molecular, Structural, and Functional Imaging
Zhi Chen, Andreas Wahle, Ling Zhang, Tomas Kovarnik, John J. Lopez, Milan Sonka
2016 — conf
Location-specific prediction of vulnerable plaque using IVUS, virtual histology, and spatial context.
ISBI
Ling Zhang, Andreas Wahle, Zhi Chen, John J. Lopez, Tomas Kovarnik, Milan Sonka
2015 B conf
Joint registration of location and orientation of intravascular ultrasound pullbacks using a 3D graph based method.
Image Processing
Ling Zhang, Andreas Wahle, Zhi Chen, Li Zhang, Richard W. Downe, Tomas Kovarnik, Milan Sonka
2015 — conf
Prospective Prediction of Thin-Cap Fibroatheromas from Baseline Virtual Histology Intravascular Ultrasound Data.
MICCAI (2)
Ling Zhang, Andreas Wahle, Zhi Chen, John J. Lopez, Tomas Kovarnik, Milan Sonka
2015 J jnl
Simultaneous Registration of Location and Orientation in Intravascular Ultrasound Pullbacks Pairs Via 3D Graph-Based Optimization.
IEEE Trans. Medical Imaging
Ling Zhang, Andreas Wahle, Zhi Chen, Li Zhang, Richard W. Downe, Tomas Kovarnik, Milan Sonka
2014 J jnl
Segmentation of cytoplasm and nuclei of abnormal cells in cervical cytology using global and local graph cuts.
Comput. Medical Imaging Graph.
Ling Zhang, Hui Kong, Chien Ting Chin, Shaoxiong Liu, Zhi Chen, Tianfu Wang, Siping Chen