Ensemble Approach to Combining Episode Prediction Models Using Sequential Circadian Rhythm Sensor Data from Mental Health Patients

Managing mood disorders poses challenges in counseling and drug treatment, owing to limitations. Counseling is the most effective during hospital visits, and the side effects of drugs can be burdensome. Patient empowerment is crucial for understanding and managing these triggers. The daily monitorin...

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Principais autores:	Taek Lee, Heon-Jeong Lee, Jung-Been Lee, Jeong-Dong Kim
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2023-10-01
coleção:	Sensors
Assuntos:	episode prediction hidden Markov model recurrent neural network random forest mood disorder digital healthcare
Acesso em linha:	https://www.mdpi.com/1424-8220/23/20/8544
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