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A cross-modal clinical prediction system for intensive care unit patient outcome
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 283, 页码: 16
作者:
Sun, Mengxuan
;
Yang, Xuebing
;
Niu, Jinghao
;
Gu, Yifan
;
Wang, Chutong
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2024/02/21
Electronic health records
Clinical outcome prediction
Patient representation
Cross-modal contrastive learning
Graph-guided deep hashing networks for similar patient retrieval
期刊论文
Computers in Biology and Medicine, 2024, 卷号: 169, 页码: 107865
作者:
Gu, Yifan
;
Yang, Xuebing
;
Sun, Mengxuan
;
Wang, Chutong
;
Yang, Hongyu
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/05/28
Similar patient retrieval
Deep hashing
Graph neural networks
Patient representation learning
Electronic health records
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
作者:
Shao, Lizhi
;
Liu, Zhenyu
;
Liu, Jiangang
;
Yan, Ye
;
Sun, Kai
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2022/11/21
mp-MRI
Prostate cancer
Grade group
Patient-level prediction
Deep learning
Real-time motion management for robotic treatment couch in proton therapy system
期刊论文
JOURNAL OF THE KOREAN PHYSICAL SOCIETY, 2022
作者:
Wei, Jianghua
;
Song, Yuntao
;
Ding, Kaizhong
;
Chen, Yonghua
;
Guo, Zhoushun
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/12/22
Proton therapy
Motion management
Robotics
Patient positioning
A personalized image-guided intervention system for peripheral lung cancer on patient-specific respiratory motion model
期刊论文
INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2022
作者:
Wang, Tengfei
;
He, Tiancheng
;
Zhang, Zhenglin
;
Chen, Qi
;
Zhang, Liwei
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/12/23
Image-guided intervention system
Patient-specific respiratory motion model
Image registration
Surgical path planning
Structure-aware siamese graph neural networks for encounter-level patient similarity learning
期刊论文
JOURNAL OF BIOMEDICAL INFORMATICS, 2022, 卷号: 127, 页码: 13
作者:
Gu, Yifan
;
Yang, Xuebing
;
Tian, Lei
;
Yang, Hongyu
;
Lv, Jicheng
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/06/10
Encounter-Level Patient Similarity
Representation Learning
Siamese Networks
Graph Neural Networks
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:62/0
  |  
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
A novel PDX modeling strategy and its application in metabolomics study for malignant pleural mesothelioma
期刊论文
BMC CANCER, 2021, 卷号: 21
作者:
Chen, Zhongjian
;
Yang, Chenxi
;
Guo, Zhenying
;
Song, Siyu
;
Gao, Yun
收藏
  |  
浏览/下载:54/0
  |  
提交时间:2022/01/10
Patient-derived xenograft
Malignant pleural mesothelioma
GC-MS
Metabolomics
Ultrasound-guided biopsy
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:181/0
  |  
提交时间:2021/11/02
Machine learning
VMAT patient-specific QA
Multi-institution validation
Commissioning
Clinical implementation
Research on photogrammetry-based positioning of heavy ion radiotherapy and tumor target monitoring
期刊论文
RADIATION EFFECTS AND DEFECTS IN SOLIDS, 2021, 页码: 14
作者:
Chen, W. J.
;
Yang, Y. Q.
;
Zheng, Y. J.
;
Zhang, B.
;
Wang, S. M.
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2021/12/09
Heavy ion radiotherapy
photogrammetry
3D control network
patient positioning
target area monitoring
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