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Machine Learning for Cataract Classification/Grading on Ophthalmic Imaging Modalities: A Survey 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 184-208
作者:  Xiao-Qing Zhang;  Yan Hu;  Zun-Jie Xiao;  Jian-Sheng Fang;  Risa Higashita;  Jiang Liu
Adobe PDF(3409Kb)  |  收藏  |  浏览/下载：4/1  |  提交时间：2024/04/23
Cataract, classification and grading  ophthalmic image  machine learning  deep learning  
A multi-scale, multi-region and attention mechanism-based deep learning framework for prediction of grading in hepatocellular carcinoma 期刊论文
MEDICAL PHYSICS, 2022, 页码: 13
作者:  Wei, Jingwei;  Ji, Qian;  Gao, Yu;  Yang, Xiaozhen;  Guo, Donghui;  Gu, Dongsheng;  Yuan, Chunwang;  Tian, Jie;  Ding, Dawei
收藏  |  浏览/下载：224/0  |  提交时间：2023/03/20
computed tomography  deep learning  hepatocellular carcinoma  histopathological grading  radiomics  
Intraoperative Glioma Grading Using Neural Architecture Search and Multi-Modal Imaging 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2022, 卷号: 41, 期号: 10, 页码: 2570-2581
作者:  Xiao, Anqi;  Shen, Biluo;  Shi, Xiaojing;  Zhang, Zhe;  Zhang, Zeyu;  Tian, Jie;  Ji, Nan;  Hu, Zhenhua
收藏  |  浏览/下载：210/0  |  提交时间：2022/11/14
Imaging  Computer architecture  Fluorescence  Feature extraction  Surgery  Biomedical imaging  Medical diagnostic imaging  Deep learning  glioma grading  intraoperative imaging  multi-modal imaging  neural architecture search  NIR-II fluorescence imaging  
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
作者:  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
收藏  |  浏览/下载：251/0  |  提交时间：2021/03/02
prostate cancer  Gleason grade groups  deep reinforcement learning  prostate cancer grading  magnetic resonance imaging  
CT radiomics may predict the grade of pancreatic neuroendocrine tumors: a multicenter study 期刊论文
EUROPEAN RADIOLOGY, 2019, 卷号: 29, 期号: 12, 页码: 6880-6890
作者:  Gu, Dongsheng;  Hu, Yabin;  Ding, Hui;  Wei, Jingwei;  Chen, Ke;  Liu, Hao;  Zeng, Mengsu;  Tian, Jie
Adobe PDF(1291Kb)  |  收藏  |  浏览/下载：366/63  |  提交时间：2020/03/30
Neoplasm grading  Pancreas  Neuroendocrine tumor  Radiomics  CT  
Radiomics based on multicontrast MRI can precisely differentiate among glioma subtypes and predict tumour-proliferative behaviour 期刊论文
EUROPEAN RADIOLOGY, 2019, 卷号: 29, 期号: 4, 页码: 1986-1996
作者:  Su, Changliang;  Jiang, Jingjing;  Zhang, Shun;  Shi, Jingjing;  Xu, Kaibin;  Shen, Nanxi;  Zhang, Jiaxuan;  Li, Li;  Zhao, Lingyun;  Zhang, Ju;  Qin, Yuanyuan;  Liu, Yong;  Zhu, Wenzhen
收藏  |  浏览/下载：243/0  |  提交时间：2019/12/16
Radiomics  Glioma  Neoplasm grading  Cell proliferation  Magnetic resonance imaging  
Multi-parametric MRI-based radiomics signature for discriminating between clinically significant and insignificant prostate cancer: Cross-validation of a machine learning method 期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2019, 卷号: 115, 页码: 16-21
作者:  Min, Xiangde;  Li, Min;  Dong, Di;  Feng, Zhaoyan;  Zhang, Peipei;  Ke, Zan;  You, Huijuan;  Han, Fangfang;  Ma, He;  Tian, Jie;  Wang, Liang
收藏  |  浏览/下载：288/0  |  提交时间：2019/07/12
Magnetic resonance imaging  Prostatic neoplasms  Neoplasm grading  Radiomics  
A deep learning radiomics model for preoperative grading in meningioma 期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2019, 卷号: 116, 页码: 128-134
作者:  Zhu, Yongbei;  Man, Chuntao;  Gong, Lixin;  Dong, Di;  Yu, Xinyi;  Wang, Shuo;  Fang, Mengjie;  Wang, Siwen;  Fang, Xiangming;  Chen, Xuzhu;  Tian, Jie
Adobe PDF(1336Kb)  |  收藏  |  浏览/下载：383/31  |  提交时间：2019/07/11
Radiomics  Deep learning  Meningioma  Tumor grading  Magnetic resonance imaging  
The diagnostic value of high-frequency power-based diffusion-weighted imaging in prediction of neuroepithelial tumour grading 期刊论文
EUROPEAN RADIOLOGY, 2017, 卷号: 27, 期号: 12, 页码: 5056-5063
作者:  Chen, Zhiye;  Zhou, Peng;  Lv, Bin;  Liu, Mengqi;  Wang, Yan;  Wang, Yulin;  Lou, Xin;  Gui, Qiuping;  He, Huiguang;  Ma, Lin
收藏  |  浏览/下载：280/0  |  提交时间：2018/03/03
Diffusion-weighted Imaging  High-frequency Power  Minimum Apparent Diffusion Coefficient  Neuroepithelial Tumour Grading  Magnetic Resonance Imaging  
Noninvasive amide proton transfer magnetic resonance imaging in evaluating the grading and cellularity of gliomas 期刊论文
ONCOTARGET, 2017, 卷号: 8, 期号: 4, 页码: 5834-5842
作者:  Bai, Yan;  Lin, Yusong;  Zhang, Wei;  Kong, Lingfei;  Wang, Lifu;  Zuo, Panli;  Vallines, Ignacio;  Schmitt, Benjamin;  Tian, Jie;  Song, Xiaolei;  Zhou, Jinyuan;  Wang, Meiyun
收藏  |  浏览/下载：169/0  |  提交时间：2017/05/05
Amide Proton Transfer  Glioma  Grading  Ki-67  Magnetic Resonance Imaging