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科研机构
自动化研究所 [12]
内容类型
期刊论文 [11]
会议论文 [1]
发表日期
2021 [12]
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发表日期:2021
专题:自动化研究所
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Cross-Phase Adversarial Domain Adaptation for Deep Disease-free Survival Prediction with Gastric Cancer CT Images
会议论文
Mexico, Oct 31 - Nov 4, 2021
作者:
Wang Siwen
;
Dong Di
;
Li Hailin
;
Feng Caizhen
;
Wang Yi
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2022/06/14
Mix Contrast for COVID-19 Mild-to-Critical Prediction
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2021, 卷号: 68, 期号: 12, 页码: 3725-3736
作者:
Zhu, Yongbei
;
Wang, Shuo
;
Wang, Siwen
;
Wu, Qingxia
;
Wang, Liusu
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2021/12/28
COVID-19
Computed tomography
Measurement
Hospitals
Loss measurement
Training
Task analysis
Coronavirus disease 2019 (COVID-19)
contrastive learning
computed tomography
mixup
prognosis
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
作者:
Shao, Lizhi
;
Liu, Zhenyu
;
Yan, Ye
;
Liu, Jiangang
;
Ye, Xiongjun
收藏
  |  
浏览/下载:57/0
  |  
提交时间: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
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
Deep learning radiomics of ultrasonography can predict response to neoadjuvant chemotherapy in breast cancer at an early stage of treatment: a prospective study
期刊论文
EUROPEAN RADIOLOGY, 2021, 页码: 11
作者:
Gu, Jionghui
;
Tong, Tong
;
He, Chang
;
Xu, Min
;
Yang, Xin
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2021/12/28
Breast cancer
Deep learning
Neoadjuvant chemotherapy
Ultrasonography
Treatment outcome
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
作者:
An, Chao
;
Li, Dongyang
;
Li, Sheng
;
Li, Wangzhong
;
Tong, Tong
收藏
  |  
浏览/下载:51/0
  |  
提交时间:2021/12/28
Lymph node metastases
Pancreatic ductal adenocarcinoma
Deep learning
Dual-energy computed tomography
Prognosis
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:41/0
  |  
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
Application of Artificial Intelligence in Acute Coronary Syndrome: A Brief Literature Review
期刊论文
ADVANCES IN THERAPY, 2021, 页码: 9
作者:
Wang, Hong
;
Zu, Quannan
;
Chen, Jinglu
;
Yang, Zhiren
;
Ahmed, Mohammad Anis
收藏
  |  
浏览/下载:60/0
  |  
提交时间:2021/11/04
Artificial intelligence
Machine learning
Acute coronary syndrome
Percutaneous coronary intervention
Mortality
Myocardial infarction
Major adverse cardiac events
Commissioning and clinical implementation of an Autoencoder based Classification-Regression model for VMAT patient-specific QA in a multi-institution scenario
期刊论文
RADIOTHERAPY AND ONCOLOGY, 2021, 卷号: 161, 页码: 230-240
作者:
Yang, Ruijie
;
Yang, Xueying
;
Wang, Le
;
Li, Dingjie
;
Guo, Yuexin
收藏
  |  
浏览/下载:142/0
  |  
提交时间:2021/11/02
Machine learning
VMAT patient-specific QA
Multi-institution validation
Commissioning
Clinical implementation
Subtypes of depression characterized by different cognitive decline and brain activity alterations
期刊论文
JOURNAL OF PSYCHIATRIC RESEARCH, 2021, 卷号: 138, 页码: 413-419
作者:
Yang, Xiao
;
Qi, Shile
;
Wang, Min
;
Calhoun, Vince D.
;
Sui, Jing
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2021/08/15
Major depressive disorder
Premorbid intelligence quotient
Subtypes
Cognition
Resting-state network
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