Bondar, Julia

The promise of machine learning in predicting treatment outcomes in psychiatry

Chekroud, A. M., Bondar, J., Delgadillo, J., Doherty, G., Wasil, A., Fokkema, M., Cohen, Z., Belgrave, D., DeRubeis, R., Iniesta, R., et al. (2021) · World Psychiatry

Machine Learning in HealthcareArtificial Intelligence in Healthcare

Cited by 531

Illusory generalizability of clinical prediction models

Chekroud, A. M., Hawrilenko, M., Loho, H., Bondar, J., Gueorguieva, R., Hasan, A., Kambeitz, J., Corlett, P. R., Koutsouleris, N., Krumholz, H. M., et al. (2024) · Science

Machine Learning in HealthcareSchizophrenia research and treatment

Cited by 251

Clinical and Financial Outcomes Associated With a Workplace Mental Health Program Before and During the COVID-19 Pandemic

Bondar, J., Babich Morrow, C., Gueorguieva, R., Brown, M., Hawrilenko, M., Krystal, J. H., Corlett, P. R., & Chekroud, A. M. (2022) · JAMA Network Open

Workplace Health and Well-beingDigital Mental Health Interventions

Cited by 53