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Ensemble Learning for Early‐Response Prediction of Antidepressant Treatment in Major Depressive Disorder

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In order to reduce unsuccessful treatment trials for depression, neuroimaging and genetic information can be considered as biomarkers. Together with machine‐learning methods, prediction models have proved to be valuable for… Click to show full abstract

In order to reduce unsuccessful treatment trials for depression, neuroimaging and genetic information can be considered as biomarkers. Together with machine‐learning methods, prediction models have proved to be valuable for baseline prediction.

Keywords: response prediction; early response; treatment; learning early; ensemble learning; prediction

Journal Title: Journal of Magnetic Resonance Imaging
Year Published: 2019

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