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Patient-level grading prediction of prostate cancer from mp-MRI via GMINet 期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 卷号: 150, 页码: 10
Authors:  Shao, Lizhi;  Liu, Zhenyu;  Liu, Jiangang;  Yan, Ye;  Sun, Kai;  Liu, Xiangyu;  Lu, Jian;  Tian, Jie
Favorite  |  View/Download:4/0  |  Submit date:2022/11/21
mp-MRI  Prostate cancer  Grade group  Patient-level prediction  Deep learning  
From Features Engineering to Scenarios Engineering for Trustworthy AI: I&I, C&C, and V&V 期刊论文
IEEE INTELLIGENT SYSTEMS, 2022, 卷号: 37, 期号: 4, 页码: 18-26
Authors:  Li, Xuan;  Ye, Peijun;  Li, Juanjuan;  Liu, Zhongmin;  Cao, Longbing;  Wang, Fei-Yue
Favorite  |  View/Download:3/0  |  Submit date:2022/11/14
A two-center radiomic analysis for differentiating major depressive disorder using multi-modality MRI data under different parcellation methods 期刊论文
JOURNAL OF AFFECTIVE DISORDERS, 2022, 卷号: 300, 页码: 1-9
Authors:  Sun, Kai;  Liu, Zhenyu;  Chen, Guanmao;  Zhou, Zhifeng;  Zhong, Shuming;  Tang, Zhenchao;  Wang, Shuo;  Zhou, Guifei;  Zhou, Xuezhi;  Shao, Lizhi;  Ye, Xiaoying;  Zhang, Yingli;  Jia, Yanbin;  Pan, Jiyang;  Huang, Li;  Liu, Xia;  Liu, Jiangang;  Tian, Jie;  Wang, Ying
Favorite  |  View/Download:44/0  |  Submit date:2022/02/16
Major depressive disorder  rs-fMRI  VBM  Radiomics  Classification  
Peptidic microarchitecture-trapped tumor vaccine combined with immune checkpoint inhibitor or PI3K gamma inhibitor can enhance immunogenicity and eradicate tumors 期刊论文
JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2022, 卷号: 10, 期号: 2, 页码: 13
Authors:  Du, Yang;  Liu, Ye;  Wang, Di;  Bai, Hua;  Wang, Zhijie;  He, Xiran;  Zhang, Pei;  Tian, Jie;  Wang, Jie
Favorite  |  View/Download:30/0  |  Submit date:2022/06/06
immunotherapy  immunogenicity  vaccine  tumor microenvironment  lymphocytes  tumor infiltrating  macrophages  
Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 205-234
Authors:  Xin Liu;  Mingyu Yan;  Lei Deng;  Guoqi Li;  Xiaochun Ye;  Dongrui Fan
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Efficient training  graph convolutional networks (GCNs)  graph neural networks (GNNs)  sampling method  
Carbon-Based Fiber Materials as Implantable Depth Neural Electrodes 期刊论文
FRONTIERS IN NEUROSCIENCE, 2021, 卷号: 15, 页码: 12
Authors:  Fu, Xuefeng;  Li, Gen;  Niu, Yutao;  Xu, Jingcao;  Wang, Puxin;  Zhou, Zhaoxiao;  Ye, Ziming;  Liu, Xiaojun;  Xu, Zheng;  Yang, Ziqian;  Zhang, Yongyi;  Lei, Ting;  Zhang, Baogui;  Li, Qingwen;  Cao, Anyuan;  Jiang, Tianzai;  Duan, Xiaojie
Favorite  |  View/Download:37/0  |  Submit date:2022/03/17
brain activity mapping  multi-modal neural interfacing  soft bioelectronics  carbon nanomaterials  biocompatibility  
Patient-Level Prediction of Multi-Classification Task at Prostate MRI Based on End-to-End Framework Learning From Diagnostic Logic of Radiologists 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2021, 卷号: 68, 期号: 12, 页码: 3690-3700
Authors:  Shao, Lizhi;  Liu, Zhenyu;  Yan, Ye;  Liu, Jiangang;  Ye, Xiongjun;  Xia, Haizhui;  Zhu, Xuehua;  Zhang, Yuting;  Zhang, Zhiying;  Chen, Huiying;  He, Wei;  Liu, Cheng;  Lu, Min;  Huang, Yi;  Sun, Kai;  Zhou, Xuezhi;  Yang, Guanyu;  Lu, Jian;  Tian, Jie
Favorite  |  View/Download:46/0  |  Submit date:2021/12/28
Magnetic resonance imaging  Principal component analysis  Pathology  Lesions  Optimization  Task analysis  Predictive models  Gleason score  prostate cancer  patient-level prediction  joint optimization  MRI  reinforcement learning  
Joint stroke classification and text line grouping in online handwritten documents with edge pooling attention networks 期刊论文
Pattern Recognition, 2021, 卷号: 114, 期号: 114, 页码: 107859
Authors:  Jun-Yu Ye;  Yan-Ming Zhang;  Qing Yang;  Cheng-Lin Liu
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Online handwritten documents  Stroke classification  Text line grouping  Graph neural networks  Edge pooling attention networks  
FISS GAN: A Generative Adversarial Network for Foggy Image Semantic Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1428-1439
Authors:  Kunhua Liu;  Zihao Ye;  Hongyan Guo;  Dongpu Cao;  Long Chen;  Fei-Yue Wang
Adobe PDF(16859Kb)  |  Favorite  |  View/Download:57/3  |  Submit date:2021/06/11
Edge GAN  foggy images  foggy image semantic segmentation GAN  semantic segmentation  
A deep-learning-based prognostic nomogram integrating microscopic digital pathology and macroscopic magnetic resonance images in nasopharyngeal carcinoma: a multi-cohort study 期刊论文
THERAPEUTIC ADVANCES IN MEDICAL ONCOLOGY, 2020, 卷号: 12, 页码: 12
Authors:  Zhang, Fan;  Zhong, Lian-Zhen;  Zhao, Xun;  Dong, Di;  Yao, Ji-Jin;  Wang, Si-Yang;  Liu, Ye;  Zhu, Ding;  Wang, Yin;  Wang, Guo-Jie;  Wang, Yi-Ming;  Li, Dan;  Wei, Jiang;  Tian, Jie;  Shan, Hong
Favorite  |  View/Download:69/0  |  Submit date:2021/03/08
digital pathology  multi-scale features  nasopharyngeal carcinoma  radiomics  survival analysis