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Knowledge-guided multi-task attention network for survival risk prediction using multi-center computed tomography images
期刊论文
NEURAL NETWORKS, 2022, 卷号: 152, 页码: 394-406
作者:
Zhang, Liwen
;
Zhong, Lianzhen
;
Li, Cong
;
Zhang, Wenjuan
;
Hu, Chaoen
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/07/25
Overall survival
Deep learning
Computed tomography (CT)
Neural network
Editorial: Radiomics Advances Precision Medicine
期刊论文
FRONTIERS IN ONCOLOGY, 2022, 卷号: 12, 页码: 3
作者:
Gao, Bo
;
Dong, Di
;
Zhang, Huimao
;
Liu, Zaiyi
;
Payabvash, Seyedmehdi
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2022/06/10
radiomics
radiogenomics
precision medicine
cancer treatment
biomarker & nbsp
Editorial
Multi-Focus Network to Decode Imaging Phenotype for Overall Survival Prediction of Gastric Cancer Patients
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021, 卷号: 25, 期号: 10, 页码: 3933-3942
作者:
Zhang, Liwen
;
Dong, Di
;
Zhong, Lianzhen
;
Li, Cong
;
Hu, Chaoen
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2021/12/28
Hazards
Feature extraction
Computed tomography
Cancer
Radiomics
Indexes
Bioinformatics
Overall survival
gastric cancer
multi-level
CT image
deep learning
DAGM: A novel modelling framework to assess the risk of HER2-negative breast cancer based on germline rare coding mutations
期刊论文
EBIOMEDICINE, 2021, 卷号: 69, 页码: 11
作者:
Yang, Mei
;
Fan, Yanhui
;
Wu, Zhi-Yong
;
Gu, Jin
;
Feng, Zhendong
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2021/12/01
HER2-negative breast cancer
Germline rare coding mutations
Damage assessment of genomic mutations (DAGM)
Risk assessment
Activity profiles of signalling pathways (APSP)
HER2 signalling pathway
Immune suppression
Rare variants in the germline genome holistically determine receptor-independent Her2 signaling pathway activation and immune suppression, shaping pathological type and risk of HER2-negative breast cancer
期刊论文
CANCER RESEARCH, 2021, 卷号: 81, 期号: 4, 页码: 1
作者:
Yang, Mei
;
Fan, Yanhui
;
Wu, Zhi-Yong
;
Feng, Zhendong
;
Zhang, Qiangzu
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2021/12/01
Deep Convolutional Neural Network-Aided Detection of Portal Hypertension in Patients With Cirrhosis
期刊论文
CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, 2020, 卷号: 18, 期号: 13, 页码: 2998-+
作者:
Liu, Yanna
;
Ning, Zhenyuan
;
Ormeci, Necati
;
An, Weimin
;
Yu, Qian
收藏
  |  
浏览/下载:47/0
  |  
提交时间:2021/01/06
HVPG
Diagnostic
Deep Learning
AI
Preoperative computed tomography-guided disease-free survival prediction in gastric cancer: a multicenter radiomics study
期刊论文
MEDICAL PHYSICS, 2020, 页码: 10
作者:
Wang, Siwen
;
Feng, Caizhen
;
Dong, Di
;
Li, Hailin
;
Zhou, Jing
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2020/09/07
disease-free survival
gastric cancer
multidetector-row computed tomography
risk stratification
radiomics
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
收藏
  |  
浏览/下载:56/0
  |  
提交时间:2020/07/20
deep learning
locally advanced gastric cancer
lymph node metastasis
radiomic nomogram
Prediction of clinically relevant Pancreatico-enteric Anastomotic Fistulas after Pancreatoduodenectomy using deep learning of Preoperative Computed Tomography
期刊论文
THERANOSTICS, 2020, 卷号: 10, 期号: 21, 页码: 9779-9788
作者:
Mu, Wei
;
Liu, Chang
;
Gao, Feng
;
Qi, Yafei
;
Lu, Hong
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2020/09/21
Pancreatic fistula
fistula risk score
pancreatoduodenectomy
computed tomography (CT)
deep learning
A Deep Learning Risk Prediction Model for Overall Survival in Patients with Gastric Cancer: A Multicenter Study
期刊论文
Radiotherapy and oncology, 2020, 卷号: 150, 期号: 1, 页码: 73-80
作者:
Zhang, Liwen
;
Dong, Di
;
Zhang, Wenjuan
;
Hao, Xiaohan
;
Fang, Mengjie
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2020/10/25
Gastric Cancer
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