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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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Principais autores: Jagriti Gupta, Naresh Sharma, Sandeep Aggarwal
Formato: Artigo
Idioma:Inglês
Publicado em: Politeknik Elektronika Negeri Surabaya 2024-12-01
coleção:Emitter: International Journal of Engineering Technology
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Acesso em linha:https://emitter.pens.ac.id/index.php/emitter/article/view/835
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