Using Kernel Density Estimation in Knowledge Distillation to Construct the Prediction Model for Bipolar Disorder Patients

Bipolar disorder is a severe mood disorder and is one of the top 20 causes of disability in the world. Although there have been numerous studies based on machine learning models for the detection of bipolar disorder patients, these works have limitations. This study used a kernel density estimation...

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Principais autores:	Yu-Shiang Tseng, Meng-Han Yang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2023-09-01
coleção:	Applied Sciences
Assuntos:	bipolar disorder knowledge distillation kernel density estimation Medical Information Mart for Intensive Care support vector machine decision tree
Acesso em linha:	https://www.mdpi.com/2076-3417/13/18/10280
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