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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Pharmaceuticals (Basel)
Hauptverfasser: Lin, Eugene, Kuo, Po-Hsiu, Liu, Yu-Li, Yu, Younger W.-Y., Yang, Albert C., Tsai, Shih-Jen
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI 2020
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7599952/
https://ncbi.nlm.nih.gov/pubmed/33065962
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/ph13100305
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