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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
Authors:
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
Favorite
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View/Download:14/0
  |  
Submit date:2022/12/27
Breast cancer
Neoadjuvant chemotherapy
Pathological complete response
Whole-slide image
Deep learning
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:23/0
  |  
Submit date:2022/11/21
mp-MRI
Prostate cancer
Grade group
Patient-level prediction
Deep learning
Recent developments of the reconstruction in magnetic particle imaging
期刊论文
Visual Computing for Industry, Biomedicine, and Art, 2022, 卷号: 5, 期号: 1
Authors:
Yin,Lin
;
Li,Wei
;
Du,Yang
;
Wang,Kun
;
Liu,Zhenyu
;
Hui,Hui
;
Tian,Jie
Favorite
  |  
View/Download:20/0
  |  
Submit date:2022/11/14
Magnetic particle imaging
Image reconstruction
System matrix
X-space
The pathological risk score: A new deep learning-based signature for predicting survival in cervical cancer
期刊论文
CANCER MEDICINE, 2022, 页码: 13
Authors:
Chen, Chi
;
Cao, Yuye
;
Li, Weili
;
Liu, Zhenyu
;
Liu, Ping
;
Tian, Xin
;
Sun, Caixia
;
Wang, Wuliang
;
Gao, Han
;
Kang, Shan
;
Wang, Shaoguang
;
Jiang, Jingying
;
Chen, Chunlin
;
Tian, Jie
Favorite
  |  
View/Download:45/0
  |  
Submit date:2022/07/25
cervical cancer
deep learning
disease-free survival
overall survival
whole slide image
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
Authors:
Sun, Caixia
;
Li, Bingbing
;
Wei, Genxia
;
Qiu, Weihao
;
Li, Danyi
;
Li, Xiangzhao
;
Liu, Xiangyu
;
Wei, Wei
;
Wang, Shuo
;
Liu, Zhenyu
;
Tian, Jie
;
Liang, Li
Favorite
  |  
View/Download:44/0
  |  
Submit date:2022/07/25
Chemotherapy duration
Whole slide images
Deep learning
Colorectal cancer
Prognosis
A deep learning radiomics analysis for identifying sinus invasion in patients with meningioma before operation using tumor and peritumoral regions
期刊论文
EUROPEAN JOURNAL OF RADIOLOGY, 2022, 卷号: 149, 页码: 7
Authors:
Sun, Kai
;
Zhang, Jing
;
Liu, Zhenyu
;
Qiu, Qi
;
Gao, Han
;
Liu, Panpan
;
Chen, Kuntao
;
Wei, Wei
;
Wang, Liang
;
Zhang, Junting
;
Zhou, Junlin
;
Tian, Jie
Favorite
  |  
View/Download:55/0
  |  
Submit date:2022/06/10
Sinus invasion
Meningioma
ResNet50
Peritumoral
Preoperative identification
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:68/0
  |  
Submit date:2022/02/16
Major depressive disorder
rs-fMRI
VBM
Radiomics
Classification
Self-Supervised Monocular Depth Estimation via Discrete Strategy and Uncertainty
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1307-1310
Authors:
Zhenyu Li
;
Junjun Jiang
;
Xianming Liu
Adobe PDF(11021Kb)
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View/Download:40/2
  |  
Submit date:2022/06/27
Development and validation of a radiopathomics model to predict pathological complete response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer: a multicentre observational study
期刊论文
LANCET DIGITAL HEALTH, 2022, 卷号: 4, 期号: 1, 页码: E8-E17
Authors:
Feng, Lili
;
Liu, Zhenyu
;
Li, Chaofeng
;
Li, Zhenhui
;
Lou, Xiaoying
;
Shao, Lizhi
;
Wang, Yunlong
;
Huang, Yan
;
Chen, Haiyang
;
Pang, Xiaolin
;
Liu, Shuai
;
He, Fang
;
Zheng, Jian
;
Meng, Xiaochun
;
Xie, Peiyi
;
Yang, Guanyu
;
Ding, Yi
;
Wei, Mingbiao
;
Yun, Jingping
;
Hung, Mien-Chie
;
Zhou, Weihua
;
Wahl, Dantel R.
;
Lan, Ping
;
Tian, Jie
;
Wan, Xiangbo
Favorite
  |  
View/Download:61/0
  |  
Submit date:2022/02/16
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:64/0
  |  
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