Prediction of Antidepressant Treatment Response and Remission Using an Ensemble Machine Learning Framework

In the wake of recent advances in machine learning research, the study of pharmacogenomics using predictive algorithms serves as a new paradigmatic application. In this work, our goal was to explore an ensemble machine learning approach which aims to predict probable antidepressant treatment respons...

Fuld beskrivelse

Bibliografiske detaljer

Principais autores:	Eugene Lin, Po-Hsiu Kuo, Yu-Li Liu, Younger W.-Y. Yu, Albert C. Yang, Shih-Jen Tsai
Format:	Artigo
Sprog:	Inglês
Udgivet:	MDPI AG 2020-10-01
Serier:	Pharmaceuticals
Fag:	antidepressant ensemble learning feature selection machine learning major depressive disorder pharmacogenomics
Online adgang:	https://www.mdpi.com/1424-8247/13/10/305
Tags:	Tilføj Tag Ingen Tags, Vær først til at tagge denne postø!