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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:3/0
  |  
提交时间:2024/02/21
Electronic health records
Clinical outcome prediction
Patient representation
Cross-modal contrastive learning
A Knowledge-enhanced Two-stage Generative Framework for Medical Dialogue Information Extraction
期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 153-168
作者:
Zefa Hu
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浏览/下载:0/0
  |  
提交时间:2024/01/25
Medical dialogue understanding, information extraction, text generation, knowledge-enhanced prompt, low-resource setting, data augmentation
KAMPNet: multi-source medical knowledge augmented medication prediction network with multi-level graph contrastive learning
期刊论文
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2023, 卷号: 23, 期号: 1, 页码: 19
作者:
An, Yang
;
Tang, Haocheng
;
Jin, Bo
;
Xu, Yi
;
Wei, Xiaopeng
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  |  
浏览/下载:2/0
  |  
提交时间:2023/12/21
Electronic medical records
Medication prediction
Intelligent healthcare system
Multi-source medical knowledge
Graph contrastive learning
CEHMR: Curriculum learning enhanced hierarchical multi-label classification for medication recommendation
期刊论文
ARTIFICIAL INTELLIGENCE IN MEDICINE, 2023, 卷号: 143, 页码: 13
作者:
Sun, Mengxuan
;
Niu, Jinghao
;
Yang, Xuebing
;
Gu, Yifan
;
Zhang, Wensheng
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  |  
浏览/下载:6/0
  |  
提交时间:2023/11/16
Medication recommendation
EHR
Hierarchical multi-label classification
Curriculum learning
Combination of Loss-based Active Learning and Semi-supervised Learning for Recognizing Entities in Chinese Electronic Medical Records
期刊论文
ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2023, 卷号: 22, 期号: 5, 页码: 19
作者:
Yan, Jinghui
;
Zong, Chengqing
;
Xu, Jinan
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  |  
浏览/下载:0/0
  |  
提交时间:2023/11/17
Electronic medical record
loss-based active learning
dynamic balance strategy
semi-supervised learning
Multi-level semantic fusion network for Chinese medical named entity recognition
期刊论文
JOURNAL OF BIOMEDICAL INFORMATICS, 2022, 卷号: 133, 页码: 8
作者:
Shi, Jintong
;
Sun, Mengxuan
;
Sun, Zhengya
;
Li, Mingda
;
Gu, Yifan
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  |  
浏览/下载:19/0
  |  
提交时间:2023/01/09
Medical named entity recognition
Multi-level semantic fusion
Syntactic dependency parsing
Graph neural network
Joint Modeling of Document and Label with Clause Interaction Hypergraph for ICD Medical Code Assignment
会议论文
Padua, Italy, 18-23 July 2022
作者:
Wu HR(吴浩然)
;
Meng LH(孟令辉)
;
Xu S(徐爽)
;
Xu B(徐波)
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  |  
浏览/下载:1/0
  |  
提交时间:2023/06/26
Prognostic value and clinicopathological correlation of the tumor regression grade in neoadjuvant chemotherapy for gastric adenocarcinoma: a retrospective cohort study
期刊论文
JOURNAL OF GASTROINTESTINAL ONCOLOGY, 2022
作者:
Wang, Yi
;
Xu, Handong
;
Hu, Can
;
Yu, Pengcheng
;
Bao, Zhehan
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  |  
浏览/下载:15/0
  |  
提交时间:2022/12/22
Associations Between Serum Reproductive Hormone Concentrations and Hormonal Receptor Status Among Postmenopausal Chinese Women With Breast Cancer: An Observational Study
期刊论文
FRONTIERS IN ONCOLOGY, 2022, 卷号: 12
作者:
Jiang, Chuner
;
Wu, Peng
;
He, Xiangming
;
Ni, Jianfen
;
Ding, Xiaowen
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  |  
浏览/下载:16/0
  |  
提交时间:2022/12/23
breast cancer
postmenopausal
reproductive hormones
estrogen receptor
progesterone receptor
HER2 receptor
Impact of clinical and molecular features on efficacy and outcome of patients with non-small cell lung cancer receiving second-line osimertinib
期刊论文
BMC CANCER, 2022, 卷号: 22
作者:
Jin, Ying
;
Lin, Chen
;
Shi, Xun
;
He, Qiong
;
Yan, Junrong
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  |  
浏览/下载:21/0
  |  
提交时间:2022/12/23
Clinical and molecular features
Efficacy and outcome
EGFR T790M mutation
Non-small-cell lung cancer
Osimertinib
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