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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:15/0
  |  
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:24/0
  |  
Submit date:2022/11/21
mp-MRI
Prostate cancer
Grade group
Patient-level prediction
Deep learning
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:69/0
  |  
Submit date:2022/02/16
Major depressive disorder
rs-fMRI
VBM
Radiomics
Classification
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:63/0
  |  
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:65/0
  |  
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
Deep learning radiomics of dual-energy computed tomography for predicting lymph node metastases of pancreatic ductal adenocarcinoma
期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2021, 页码: 13
Authors:
An, Chao
;
Li, Dongyang
;
Li, Sheng
;
Li, Wangzhong
;
Tong, Tong
;
Liu, Lizhi
;
Jiang, Dongping
;
Jiang, Linling
;
Ruan, Guangying
;
Hai, Ning
;
Fu, Yan
;
Wang, Kun
;
Zhuo, Shuiqing
;
Tian, Jie
Adobe PDF(2925Kb)
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View/Download:76/2
  |  
Submit date:2021/12/28
Lymph node metastases
Pancreatic ductal adenocarcinoma
Deep learning
Dual-energy computed tomography
Prognosis
AutoDet: Pyramid Network Architecture Search for Object Detection
期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2021, 期号: 4, 页码: 1087-1105
Authors:
Li, Zhihang
;
Xi, Teng
;
Zhang, Gang
;
Liu, Jingtuo
;
He, Ran
Adobe PDF(2604Kb)
  |  
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  |  
View/Download:103/6
  |  
Submit date:2021/03/01
Object detection
Neural architecture search
Feature pyramids
Trip Purposes Mining From Mobile Signaling Data
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 卷号: 99, 期号: 99, 页码: 13
Authors:
Li, Zhishuai
;
Xiong, Gang
;
Wei, Zebing
;
Zhang, Yu
;
Zheng, Meng
;
Liu, Xiaoli
;
Tarkoma, Sasu
;
Huang, Min
;
Lv, Yisheng
;
Wu, Chuheng
Adobe PDF(3962Kb)
  |  
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View/Download:89/9
  |  
Submit date:2022/01/27
Cellular networks
Trajectory
Semantics
Unsupervised learning
Supervised learning
Resource management
Public transportation
Trip purpose inference
cellular network data
latent Dirichlet allocation
travel behavior
big data
Improving initial nodal staging of T3 rectal cancer using quantitative image features
期刊论文
BRITISH JOURNAL OF SURGERY, 2020, 页码: 2
Authors:
Zhou, Xuezhi
;
Liu, Zhenyu
;
Zhang, Dafu
;
Wu, Lin
;
Sun, Kai
;
Shao, Lizhi
;
Huang, Liyu
;
Li, Zhenhui
;
Tian, Jie
Favorite
  |  
View/Download:88/0
  |  
Submit date:2020/09/28
Radiopathomics strategy combining multiparametric MRI with whole-slide image for pretreatment prediction of tumor regression grade to neoadjuvant chemoradiotherapy in rectal cancer
期刊论文
CANCER RESEARCH, 2020, 卷号: 80, 期号: 16, 页码: 2
Authors:
Shao, Lizhi
;
Liu, Zhenyu
;
Feng, Lili
;
Lou, Xiaoying
;
Li, Zhenhui
;
Zhang, Xiao-Yan
;
Zhou, Xuezhi
;
Sun, Kai
;
Zhang, Da-Fu
;
Wu, Lin
;
Yang, Guanyu
;
Sun, Ying-Shi
;
Xu, Ruihua
;
Wan, Xiangbo
;
Fan, Xinjuan
;
Tian, Jie
Favorite
  |  
View/Download:62/0
  |  
Submit date:2021/03/29