Anurag Pant
Biographic Data
| ID | 7247299 |
|---|---|
| NAME | Anurag Pant |
| GIVEN NAMES | Anurag |
| FAMILY NAME | Pant |
| SIGNATURE | PANT A |
| AFFILIATIONS | University of California, Los Angeles |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2021 |
| LATEST PUBLICATION YEAR | 2021 |
| H-INDEX | 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…
No prominent works on this page.
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 works) · Bonferroni correction (1 works) · Computer Science (1 works) · Dementia and Cognitive Impairment Research (1 works) · Feature selection (1 works) · Functional Brain Connectivity Studies (1 works) · Logistic regression (1 works) · Machine learning (1 works) · Mathematics (1 works) · McNemar's test (1 works)