A Clinical Decision Support System for Edge/Cloud ICU Readmission Model Based on Particle Swarm Optimization, Ensemble Machine Learning, and Explainable Artificial Intelligence-Reference-Cited by-同舟云学术

A Clinical Decision Support System for Edge/Cloud ICU Readmission Model Based on Particle Swarm Optimization, Ensemble Machine Learning, and Explainable Artificial Intelligence

Published:2023 Issue: Volume:11 Page:100604-100621
ISSN:2169-3536
Container-title:IEEE Access
language:
Short-container-title:IEEE Access

Author:

Alabdulhafith Maali¹,Saleh Hager²^ORCID,Elmannai Hela¹^ORCID,Ali Zainab Hassan³,El-Sappagh Shaker⁴^ORCID,Hu Jong-Wan⁵^ORCID,El-Rashidy Nora⁶^ORCID

Affiliation:

1. Department of Information Technology, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, Saudi Arabia

2. Faculty of Computers and Artificial Intelligence, South Valley University, Hurghada, Egypt

3. Department of Embedded Network Systems Technology, Faculty of Artificial Intelligence, Kafrelsheiksh University, Kafr El-Sheikh, Egypt

4. Faculty of Computer Science and Engineering, Galala University, Suez, Egypt

5. Department of Civil and Environmental Engineering, Incheon National University, Incheon, South Korea

6. Machine Learning and Information Retrieval Department, Faculty of Artificial Intelligence, Kafrelsheiksh University, Kafr El-Sheikh, Egypt

Funder

Basic Science Research Program through a National Research Foundation of Korea

Korean government

Princess Nourah bint Abdulrahman University Researchers Supporting

Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia

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/ielx7/6287639/10005208/10241995.pdf?arnumber=10241995

Reference70 articles.

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2. Classification Based on Decision Tree Algorithm for Machine Learning

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5. Prediction of unplanned 30-day readmission for ICU patients with heart failure

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