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科研机构
自动化研究所 [23]
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期刊论文 [21]
学位论文 [2]
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2023 [2]
2022 [1]
2021 [1]
2020 [8]
2019 [6]
2018 [1]
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Improving prognosis and assessing adjuvant chemotherapy benefit in locally advanced rectal cancer with deep learning for MRI: A retrospective, multi-cohort study
期刊论文
RADIOTHERAPY AND ONCOLOGY, 2023, 卷号: 188, 页码: 9
作者:
Zhang, Song
;
Cai, Guoxiang
;
Xie, Peiyi
;
Sun, Caixia
;
Li, Bao
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/11/15
Locally advanced rectal cancer
Magnetic resonance imaging
Prognosis
Adjuvant chemotherapy
Deep learning
基于对抗学习和治疗前后 CT 影像的食管癌同步放化疗预后预测方法研究
学位论文
2023
作者:
邱淇
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/06/28
食管癌
医学影像
深度学习
生成对抗网络
域自适应
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
作者:
Feng, Lili
;
Liu, Zhenyu
;
Li, Chaofeng
;
Li, Zhenhui
;
Lou, Xiaoying
收藏
  |  
浏览/下载:59/0
  |  
提交时间:2022/02/16
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
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2021/12/28
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
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  |  
浏览/下载:55/0
  |  
提交时间:2021/01/07
Multiparametric MRI and Whole Slide Image-Based Pretreatment Prediction of Pathological Response to Neoadjuvant Chemoradiotherapy in Rectal Cancer: A Multicenter Radiopathomic Study
期刊论文
ANNALS OF SURGICAL ONCOLOGY, 2020, 页码: 11
作者:
Shao, Lizhi
;
Liu, Zhenyu
;
Feng, Lili
;
Lou, Xiaoying
;
Li, Zhenhui
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  |  
浏览/下载:41/0
  |  
提交时间:2020/08/31
Deep learning radiomic nomogram can predict the number of lymph node metastasis in locally advanced gastric cancer: an international multicenter study
期刊论文
ANNALS OF ONCOLOGY, 2020, 卷号: 31, 期号: 7, 页码: 912-920
作者:
Dong, D.
;
Fang, M. -J.
;
Tang, L.
;
Shan, X. -H.
;
Gao, J. -B.
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  |  
浏览/下载:25/0
  |  
提交时间:2020/07/20
Deep learning radiomic nomogram can predict the number of lymph node metastasis in locally advanced gastric cancer: an international multicenter study
期刊论文
ANNALS OF ONCOLOGY, 2020, 卷号: 31, 期号: 7, 页码: 912-920
作者:
Dong, Di
;
Fang, Mengjie
;
Tang, Lei
;
Shan, Xiuhong
;
Gao, Jianbo
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  |  
浏览/下载:56/0
  |  
提交时间:2020/07/20
deep learning
locally advanced gastric cancer
lymph node metastasis
radiomic nomogram
Radiomics-Based Preoperative Prediction of Lymph Node Status Following Neoadjuvant Therapy in Locally Advanced Rectal Cancer
期刊论文
FRONTIERS IN ONCOLOGY, 2020, 卷号: 10, 页码: 13
作者:
Zhou, Xuezhi
;
Yi, Yongju
;
Liu, Zhenyu
;
Zhou, Zhiyang
;
Lai, Bingjia
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2020/06/22
lymph node metastasis
prediction
neoadjuvant therapy
locally advanced rectal cancer
radiomics
Multi-Habitat Based Radiomics for the Prediction of Treatment Response to Concurrent Chemotherapy and Radiation Therapy in Locally Advanced Cervical Cancer
期刊论文
FRONTIERS IN ONCOLOGY, 2020, 卷号: 10, 页码: 8
作者:
Fang, Mengjie
;
Kan, Yangyang
;
Dong, Di
;
Yu, Tao
;
Zhao, Nannan
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2020/06/22
cervical cancer
MRI
radiomics
treatment response prediction
concurrent chemotherapy and radiation therapy
precision medicine
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