Karmel W. Choi

The promise of machine learning in predicting treatment outcomes in psychiatry

Adam M. Chekroud, Julia Bondar, Jaime Delgadillo et al. · World Psychiatry · 2021 · 457 citations · Full text

Engineering, Machine Learning, Psychiatric Evaluation +20

A cross-national study of factors associated with women’s perinatal mental health and wellbeing during the COVID-19 pandemic

Archana Basu, Hannah Kim, Rebecca Basaldua et al. · PLoS ONE · 2021 · 253 citations · Full text

An Exposure-Wide and Mendelian Randomization Approach to Identifying Modifiable Factors for the Prevention of Depression

Karmel W. Choi, Murray B. Stein, Kristen Nishimi et al. · American Journal of Psychiatry · 2020 · 222 citations · Full text

Genome-wide gene-environment analyses of major depressive disorder and reported lifetime traumatic experiences in UK Biobank

Jonathan R. I. Coleman, Wouter J. Peyrot, Kirstin L. Purves et al. · Molecular Psychiatry · 2020 · 205 citations · Full text

Psychopathology, Psychiatry, Genetics +13

Development and validation of a trans-ancestry polygenic risk score for type 2 diabetes in diverse populations

Tian Ge, Marguerite R. Irvin, Amit Patki et al. · Genome Medicine · 2022 · 159 citations · Full text