Anurag Pant
Dados Biográficos
| ID | 7247299 |
|---|---|
| NOME | Anurag Pant |
| PRENOMES | Anurag |
| SOBRENOME | Pant |
| ASSINATURA | PANT A |
| AFILIAÇÕES | University of California, Los Angeles |
| VERIFICADO | Não |
| TOTAL DE OBRAS | 1 |
| TOTAL DE CITAÇÕES | 0 |
| TOTAL COMO AUTOR | 1 |
| TOTAL COMO EDITOR | 0 |
| PRIMEIRO ANO DE PUBLICAÇÃO | 2021 |
| ANO MAIS RECENTE DE PUBLICAÇÃO | 2021 |
| ÍNDICE H | 0 |
Machine Learning Prediction of Treatment Outcome in Late-Life Depression
Background: Recent evidence suggests that integration of multi-modal data improves performance in machine learning prediction of depression treatment outcomes. Here, we compared the predictive performance of three machine learning classifiers using differing combinations of sociodemographic characteristics, baseline clinical self-reports, cognitive tests, and structural magnetic resonance imaging (MRI) features to predict treatment outcomes in la…
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Machine Learning Prediction of Treatment Outcome in Late-Life Depression
Background: Recent evidence suggests that integration of multi-modal data improves performance in machine learning prediction of depression treatment outcomes. Here, we compared the predictive performance of three machine learning classifiers using differing combinations of sociodemographic characteristics, baseline clinical self-reports, cognitive tests, and structural magnetic resonance imaging (MRI) features to predict treatment outcomes in la…
Artificial Intelligence (1 obras) · Bonferroni correction (1 obras) · Computer Science (1 obras) · Dementia and Cognitive Impairment Research (1 obras) · Feature selection (1 obras) · Functional Brain Connectivity Studies (1 obras) · Logistic regression (1 obras) · Machine learning (1 obras) · Mathematics (1 obras) · McNemar's test (1 obras)