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Double-branch U-Net for multi-scale organ segmentation 期刊论文
METHODS, 2022, 卷号: 205, 页码: 220-225
Authors:  Liu, Yuhao;  Qin, Caijie;  Yu, Zhiqian;  Yang, Ruijie;  Suqing, Tian;  Liu, Xia;  Ma, Xibo
Favorite  |  View/Download:7/0  |  Submit date:2022/09/19
Multi -scale segmentation  Organ segmentation  Medical image  
Uncovering the genetic profiles underlying the intrinsic organization of the human cerebellum 期刊论文
MOLECULAR PSYCHIATRY, 2022, 页码: 16
Authors:  Wang, Yaping;  Chai, Lin;  Chu, Congying;  Li, Deying;  Gao, Chaohong;  Wu, Xia;  Yang, Zhengyi;  Zhang, Yu;  Xu, Junhai;  Nyengaard, Jens Randel;  Eickhoff, Simon B.;  Liu, Bing;  Madsen, Kristoffer Hougaard;  Jiang, Tianzi;  Fan, Lingzhong
Favorite  |  View/Download:36/0  |  Submit date:2022/06/06
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:37/0  |  Submit date:2022/02/16
Major depressive disorder  rs-fMRI  VBM  Radiomics  Classification  
Machine Learning for Structure Determination in Single-Particle Cryo-Electron Microscopy: A Systematic Review 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 452-472
Authors:  Wu, Jia-Geng;  Yan, Yang;  Zhang, Dong-Xu;  Liu, Bo-Wen;  Zheng, Qing-Bing;  Xie, Xiao-Liang;  Liu, Shi-Qi;  Ge, Sheng-Xiang;  Hou, Zeng-Guang;  Xia, Ning-Shao
Favorite  |  View/Download:26/0  |  Submit date:2022/03/17
Machine learning  Periodic structures  Task analysis  Proteins  Photomicrography  Coronaviruses  Machine learning algorithms  Clustering  deep learning (DL)  image processing  machine learning  neural network (NN)  single-particle cryo-electron microscopy (cryo-EM)  
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:40/0  |  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  
An Exposure Fusion-Based Structured Light Approach for the 3D Measurement of a Specular Surface 期刊论文
IEEE SENSORS JOURNAL, 2021, 卷号: 21, 期号: 5, 页码: 6314-6324
Authors:  Wu, Ke;  Tan, Jie;  Xia, Hai Lun;  Liu, Cheng Bao
Adobe PDF(5488Kb)  |  Favorite  |  View/Download:67/5  |  Submit date:2021/03/29
Surface reconstruction  Three-dimensional displays  Image reconstruction  Stereo vision  Reflective binary codes  Cameras  Sensors  Structured light  stereo vision  3D reconstruction  image fusion  
Deep Learning in Sheet Metal Bending With a Novel Theory-Guided Deep Neural Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 565-581
Authors:  Shiming Liu;  Yifan Xia;  Zhusheng Shi;  Hui Yu;  Zhiqiang Li;  Jianguo Lin
Adobe PDF(6784Kb)  |  Favorite  |  View/Download:38/3  |  Submit date:2021/04/09
Data-driven deep learning  deep learning  deep neural network (DNN)  intelligent manufacturing  machine learning  sheet metal forming  springback  theory-guided deep learning  theory-guided regularization  
Novel reconstruction algorithm of magnetoacoustic tomography based on ring transducer array for acoustic speed inhomogeneous tissues 期刊论文
MEDICAL PHYSICS, 2020, 页码: 12
Authors:  Wang, Lili;  Liu, Guoqiang;  Chen, Siping;  Chen, Xin;  Ma, Xibo;  Xia, Hui
Favorite  |  View/Download:76/0  |  Submit date:2020/06/22
acoustic heterogeneity  bioimpedance  image reconstruction  magnetoacoustic tomography with magnetic induction (MAT-MI)  
Radiologist-like artificial intelligence for grade group prediction of radical prostatectomy for reducing upgrading and downgrading from biopsy 期刊论文
THERANOSTICS, 2020, 卷号: 10, 期号: 22, 页码: 10200-10212
Authors:  Shao, Lizhi;  Yan, Ye;  Liu, Zhenyu;  Ye, Xiongjun;  Xia, Haizhui;  Zhu, Xuehua;  Zhang, Yuting;  Zhang, Zhiying;  Chen, Huiying;  He, Wei;  Liu, Cheng;  Lu, Min;  Huang, Yi;  Ma, Lulin;  Sun, Kai;  Zhou, Xuezhi;  Yang, Guanyu;  Lu, Jian;  Tian, Jie
Favorite  |  View/Download:55/0  |  Submit date:2021/03/02
prostate cancer  Gleason grade groups  deep reinforcement learning  prostate cancer grading  magnetic resonance imaging  
A neural circuit for comorbid depressive symptoms in chronic pain 期刊论文
NATURE NEUROSCIENCE, 2019, 卷号: 22, 期号: 10, 页码: 1649-+
Authors:  Zhou, Wenjie;  Jin, Yan;  Meng, Qian;  Zhu, Xia;  Bai, Tongjian;  Tian, Yanghua;  Mao, Yu;  Wang, Likui;  Xie, Wen;  Zhong, Hui;  Zhang, Na;  Luo, Min-Hua;  Tao, Wenjuan;  Wang, Haitao;  Li, Jie;  Li, Juan;  Qiu, Ben-Sheng;  Zhou, Jiang-Ning;  Li, Xiangyao;  Xu, Han;  Wang, Kai;  Zhang, Xiaochu;  Liu, Yong;  Richter-Levin, Gal;  Xu, Lin;  Zhang, Zhi
Favorite  |  View/Download:114/0  |  Submit date:2020/03/30