Impact of Principal Component Analysis on the Performance of Machine Learning Models for the Prediction of Length of Stay of Patients

Patient inflow, limited resources, criticality of diseases and service quality factors have made it essential for the hospital administration to predict the length of stay (LOS) for inpatients as well as outpatients. An efficient and effective LOS prediction tool can improve the patient care and min...

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Bibliographic Details

Published in:	Emitter: International Journal of Engineering Technology
Main Authors:	Jagriti Gupta, Naresh Sharma, Sandeep Aggarwal
Format:	Article
Language:	English
Published:	Politeknik Elektronika Negeri Surabaya 2024-12-01
Subjects:	machine learning models length of stay prediction regression principal component analysis
Online Access:	https://emitter.pens.ac.id/index.php/emitter/article/view/835