Patient-GAT: Sarcopenia Prediction using Multi-modal Data Fusion and Weighted Graph Attention Networks

Author:

Xiao Cary1ORCID,Pham Nam2ORCID,Imel Erik3ORCID,Luo Xiao4ORCID

Affiliation:

1. Stanford University, Stanford, California, USA

2. Washington University in St. Louis, USA

3. IU School of Medicine, USA

4. Computer Information Technology, Indiana University-Purdue University Indianapolis, Indianapolis, Indiana, USA

Funder

National Science Foundation

National Institute of Arthritis and Musculoskeletal and Skin Diseases

Publisher

ACM

Reference12 articles.

1. Wei Cao , Dong Wang , Jian Li , Hao Zhou , Lei Li , and Yitan Li . 2018 . Brits: Bidirectional recurrent imputation for time series. Advances in neural information processing systems 31 (2018). Wei Cao, Dong Wang, Jian Li, Hao Zhou, Lei Li, and Yitan Li. 2018. Brits: Bidirectional recurrent imputation for time series. Advances in neural information processing systems 31 (2018).

2. SMOTE: synthetic minority over-sampling technique;Chawla Nitesh V;Journal of artificial intelligence research,2002

3. Leyu Dai , He Zhu , and Dianbo Liu . 2020. Patient similarity: methods and applications. arXiv preprint arXiv:2012.01976 ( 2020 ). Leyu Dai, He Zhu, and Dianbo Liu. 2020. Patient similarity: methods and applications. arXiv preprint arXiv:2012.01976 (2020).

4. Sara Nouri Golmaei and Xiao Luo . 2021 . DeepNote-GNN: predicting hospital readmission using clinical notes and patient network . In Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. 1--9. Sara Nouri Golmaei and Xiao Luo. 2021. DeepNote-GNN: predicting hospital readmission using clinical notes and patient network. In Proceedings of the 12th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics. 1--9.

5. Heeyoung Kwak , Minwoo Lee , Seunghyun Yoon , Jooyoung Chang , Sangmin Park , and Kyomin Jung . 2020 . Drug-disease graph: predicting adverse drug reaction signals via graph neural network with clinical data . In Pacific-Asia Conference on Knowledge Discovery and Data Mining. Springer, 633--644 . Heeyoung Kwak, Minwoo Lee, Seunghyun Yoon, Jooyoung Chang, Sangmin Park, and Kyomin Jung. 2020. Drug-disease graph: predicting adverse drug reaction signals via graph neural network with clinical data. In Pacific-Asia Conference on Knowledge Discovery and Data Mining. Springer, 633--644.

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3