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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:18/0
  |  
Submit date:2022/12/27
Breast cancer
Neoadjuvant chemotherapy
Pathological complete response
Whole-slide image
Deep learning
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:46/0
  |  
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
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View/Download:46/0
  |  
Submit date:2022/07/25
Chemotherapy duration
Whole slide images
Deep learning
Colorectal cancer
Prognosis
Deep learning radiomics of ultrasonography: Identifying the risk of axillary non-sentinel lymph node involvement in primary breast cancer
期刊论文
EBIOMEDICINE, 2020, 卷号: 60, 页码: 11
Authors:
Guo, Xu
;
Liu, Zhenyu
;
Sun, Caixia
;
Zhang, Lei
;
Wang, Ying
;
Li, Ziyao
;
Shi, Jiaxin
;
Wu, Tong
;
Cui, Hao
;
Zhang, Jing
;
Tian, Jie
;
Tian, Jiawei
Favorite
  |  
View/Download:72/0
  |  
Submit date:2021/01/07
Deep learning radiomics
Ultrasonography
Primary breast cancer
Axillary management
NSLN metastasis in the axilla
Radiomics Analysis of Postoperative Epilepsy Seizures in Low-Grade Gliomas Using Preoperative MR Images
期刊论文
FRONTIERS IN ONCOLOGY, 2020, 卷号: 10, 页码: 8
Authors:
Sun, Kai
;
Liu, Zhenyu
;
Li, Yiming
;
Wang, Lei
;
Tang, Zhenchao
;
Wang, Shuo
;
Zhou, Xuezhi
;
Shao, Lizhi
;
Sun, Caixia
;
Liu, Xing
;
Jiang, Tao
;
Wang, Yinyan
;
Tian, Jie
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View/Download:87/0
  |  
Submit date:2020/08/31
low-grade glioma
epilepsy
radiomics
elastic net
Cox regression
Prediction of Response to Preoperative Neoadjuvant Chemotherapy in Locally Advanced Cervical Cancer Using Multicenter CT-Based Radiomic Analysis
期刊论文
FRONTIERS IN ONCOLOGY, 2020, 卷号: 10, 页码: 10
Authors:
Tian, Xin
;
Sun, Caixia
;
Liu, Zhenyu
;
Li, Weili
;
Duan, Hui
;
Wang, Lu
;
Fan, Huijian
;
Li, Mingwei
;
Li, Pengfei
;
Wang, Lihui
;
Liu, Ping
;
Tian, Jie
;
Chen, Chunlin
Favorite
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View/Download:125/0
  |  
Submit date:2020/04/07
locally advanced cervical cancer (LACC)
radiomics
neoadjuvant chemotherapy
response prediction
CT
Radiomic analysis for pretreatment prediction of response to neoadjuvant chemotherapy in locally advanced cervical cancer: A multicentre study
期刊论文
EBIOMEDICINE, 2019, 卷号: 46, 页码: 160-169
Authors:
Sun, Caixia
;
Tian, Xin
;
Liu, Zhenyu
;
Li, Weili
;
Li, Pengfei
;
Chen, Jiaming
;
Zhang, Weifeng
;
Fang, Ziyu
;
Du, Peiyan
;
Duan, Hui
;
Liu, Ping
;
Wang, Lihui
;
Chen, Chunlin
;
Tian, Jie
Favorite
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View/Download:159/0
  |  
Submit date:2019/12/16
Radiomics
Magnetic resonance imaging
Neoadjuvant chemotherapy
Locally advanced cervical cancer