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资助项目:Youth Innovation Promotion Association CAS[2019136]
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Deep learning with biopsy whole slide images for pretreatment prediction of pathological complete response to neoadjuvant chemotherapy in breast cancer : A multicenter study
期刊论文
BREAST, 2022, 卷号: 66, 页码: 183-190
作者:
Li, Bao
;
Li, Fengling
;
Liu, Zhenyu
;
Xu, FangPing
;
Ye, Guolin
;
Li, Wei
;
Zhang, Yimin
;
Zhu, Teng
;
Shao, Lizhi
;
Chen, Chi
;
Sun, Caixia
;
Qiu, Bensheng
;
Bu, Hong
;
Wang, Kun
;
Tian, Jie
收藏
  |  
浏览/下载:291/0
  |  
提交时间:2022/12/27
Breast cancer
Neoadjuvant chemotherapy
Pathological complete response
Whole-slide image
Deep learning
Deep learning with whole slide images can improve the prognostic risk stratification with III colorectal cancer
期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 卷号: 221, 页码: 11
作者:
Sun, Caixia
;
Li, Bingbing
;
Wei, Genxia
;
Qiu, Weihao
;
Li, Danyi
;
Li, Xiangzhao
;
Liu, Xiangyu
;
Wei, Wei
;
Wang, Shuo
;
Liu, Zhenyu
;
Tian, Jie
;
Liang, Li
收藏
  |  
浏览/下载:516/0
  |  
提交时间:2022/07/25
Chemotherapy duration
Whole slide images
Deep learning
Colorectal cancer
Prognosis
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
作者:
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
收藏
  |  
浏览/下载:344/0
  |  
提交时间:2022/02/16
Major depressive disorder
rs-fMRI
VBM
Radiomics
Classification
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
作者:
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
收藏
  |  
浏览/下载:345/0
  |  
提交时间: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
3D Deep Learning Model for the Pretreatment Evaluation of Treatment Response in Esophageal Carcinoma: A Prospective Study (ChiCTR2000039279)
期刊论文
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2021, 卷号: 111, 期号: 4, 页码: 926-935
作者:
Li, Xiaoqin
;
Gao, Han
;
Zhu, Jian
;
Huang, Yong
;
Zhu, Yongbei
;
Huang, Wei
;
Li, Zhenjiang
;
Sun, Kai
;
Liu, Zhenyu
;
Tian, Jie
;
Li, Baosheng
收藏
  |  
浏览/下载:280/0
  |  
提交时间:2021/12/28
Gene signatures predict biochemical recurrence-free survival in primary prostate cancer patients after radical therapy
期刊论文
CANCER MEDICINE, 2021, 页码: 11
作者:
Su, Qiang
;
Liu, Zhenyu
;
Chen, Chi
;
Gao, Han
;
Zhu, Yongbei
;
Wang, Liusu
;
Pan, Meiqing
;
Liu, Jiangang
;
Yang, Xin
;
Tian, Jie
收藏
  |  
浏览/下载:282/0
  |  
提交时间:2021/11/03
biochemical recurrence-free survival
gene signature
LASSO-Cox regression
primary prostate cancer
radical therapy
Neuroimaging Phenotyping and Assessment of Structural-Metabolic-Electrophysiological Alterations in the Temporal Neocortex of Focal Cortical Dysplasia IIIa
期刊论文
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2021, 页码: 11
作者:
Mo, Jiajie
;
Wei, Wei
;
Liu, Zhenyu
;
Zhang, Jianguo
;
Ma, Yanshan
;
Sang, Lin
;
Hu, Wenhan
;
Zhang, Chao
;
Wang, Yao
;
Wang, Xiu
;
Liu, Chang
;
Zhao, Baotian
;
Gao, Dongmei
;
Tian, Jie
;
Zhang, Kai
收藏
  |  
浏览/下载:294/0
  |  
提交时间:2021/05/17
focal cortical dysplasia
temporal neocortex
neuroimaging phenotyping
cross‐
modalities correlation
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:320/0
  |  
提交时间:2021/03/02
prostate cancer
Gleason grade groups
deep reinforcement learning
prostate cancer grading
magnetic resonance imaging
Multiparametric MRI-based radiomics analysis for the prediction of breast tumor regression patterns after neoadjuvant chemotherapy
期刊论文
TRANSLATIONAL ONCOLOGY, 2020, 卷号: 13, 期号: 11, 页码: 8
作者:
Zhuang, Xiaosheng
;
Chen, Chi
;
Liu, Zhenyu
;
Zhang, Liulu
;
Zhou, Xuezhi
;
Cheng, Minyi
;
Ji, Fei
;
Zhu, Teng
;
Lei, Chuqian
;
Zhang, Junsheng
;
Jiang, Jingying
;
Tian, Jie
;
Wang, Kun
收藏
  |  
浏览/下载:312/0
  |  
提交时间:2021/01/07
Predicting distant metastasis and chemotherapy benefit in locally advanced rectal cancer
期刊论文
NATURE COMMUNICATIONS, 2020, 卷号: 11, 期号: 1, 页码: 11
作者:
Liu, Zhenyu
;
Meng, Xiaochun
;
Zhang, Hongmei
;
Li, Zhenhui
;
Liu, Jiangang
;
Sun, Kai
;
Meng, Yankai
;
Dai, Weixing
;
Xie, Peiyi
;
Ding, Yingying
;
Wang, Meiyun
;
Cai, Guoxiang
;
Tian, Jie
收藏
  |  
浏览/下载:248/0
  |  
提交时间:2021/01/07