A Multi-Headed Transformer Approach for Predicting the Patient’s Clinical Time-Series Variables From Charted Vital Signs
Author:
Affiliation:
1. Department of Information Technology, Carnegie Mellon University, Kigali, Rwanda
2. Department of Computer Science, Sangmyung University, Seoul, South Korea
3. Graduate School of Information, Yonsei University, Seoul, South Korea
Funder
National Research Foundation of Korea Fund
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering
Link
http://xplorestaging.ieee.org/ielx7/6287639/9668973/09907018.pdf?arnumber=9907018
Reference42 articles.
1. Adam: A method for stochastic optimization;kingma;arXiv 1412 6980,2014
2. The UCR time series archive
3. Linear Interpolation Revitalized
4. SMOTE: Synthetic Minority Over-sampling Technique
5. SMOTE based class-specific extreme learning machine for imbalanced learning
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