Publications by authors named "Jinzheng Cai"

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SAM: Self-Supervised Learning of Pixel-Wise Anatomical Embeddings in Radiological Images.
Ke Yan, Jinzheng Cai, Dakai Jin, Shun Miao, Dazhou Guo

IEEE Trans Med Imaging· October 2022

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A flexible three-dimensional heterophase computed tomography hepatocellular carcinoma detection algorithm for generalizable and practical screening.
Chi-Tung Cheng, Jinzheng Cai, Wei Teng, Youjing Zheng, Yu-Ting Huang

Hepatol Commun· October 2022

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Learning From Multiple Datasets With Heterogeneous and Partial Labels for Universal Lesion Detection in CT.
Ke Yan, Jinzheng Cai, Youjing Zheng, Adam P Harrison, Dakai Jin

IEEE Trans Med Imaging· October 2021

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Deep Learning for Fully Automated Prediction of Overall Survival in Patients with Oropharyngeal Cancer Using FDG-PET Imaging.
Nai-Ming Cheng, Jiawen Yao, Jinzheng Cai, Xianghua Ye, Shilin Zhao

Clin Cancer Res· July 2021

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Lesion-Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at Scale.
Jinzheng Cai, Adam P Harrison, Youjing Zheng, Ke Yan, Yuankai Huo

IEEE Trans Med Imaging· January 2021

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Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation.
Yingda Xia, Dong Yang, Zhiding Yu, Fengze Liu, Jinzheng Cai

Med Image Anal· October 2020

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Chromosome Segmentation via Data Simulation and Shape Learning.
Pingjun Chen, Jinzheng Cai, Lin Yang

Annu Int Conf IEEE Eng Med Biol Soc· July 2020

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Towards cross-modal organ translation and segmentation: A cycle- and shape-consistent generative adversarial network.
Jinzheng Cai, Zizhao Zhang, Lei Cui, Yefeng Zheng, Lin Yang

Med Image Anal· February 2019

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Texture Analysis for Muscular Dystrophy Classification in MRI with Improved Class Activation Mapping.
Jinzheng Cai, Fuyong Xing, Abhinandan Batra, Fujun Liu, Glenn A Walter

Pattern Recognit· February 2019

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Transfer Shape Modeling Towards High-throughput Microscopy Image Segmentation.
Fuyong Xing, Xiaoshuang Shi, Zizhao Zhang, JinZheng Cai, Yuanpu Xie

Med Image Comput Comput Assist Interv· October 2016

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Pancreas Segmentation in MRI using Graph-Based Decision Fusion on Convolutional Neural Networks.
Jinzheng Cai, Le Lu, Zizhao Zhang, Fuyong Xing, Lin Yang

Med Image Comput Comput Assist Interv· October 2016

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