Pathak, Jyotishman

Deep learning in mental health outcome research: a scoping review

Su, C., Xu, Z., Pathak, J., & Wang, F. (2020) · Translational Psychiatry

Artificial Intelligence in HealthcareMachine Learning in Healthcare

Cited by 368

Electronic Medical Records for Genetic Research: Results of the eMERGE Consortium

Kho, A. N., Pacheco, J. A., Peissig, P. L., Rasmussen, L., Newton, K. M., Weston, N., Crane, P. K., Pathak, J., Chute, C. G., Bielinski, S. J., et al. (2011) · Science Translational Medicine

Electronic Health Records SystemsGenetic Associations and Epidemiology

Cited by 336

The phenotypic legacy of admixture between modern humans and Neandertals

Simonti, C. N., Vernot, B., Bastarache, L., Bottinger, E., Carrell, D. S., Chisholm, R. L., Crosslin, D. R., Hebbring, S. J., Jarvik, G. P., Kullo, I. J., et al. (2016) · Science

Pleistocene-Era Hominins and ArchaeologyGenetic Associations and Epidemiology

Cited by 330

Electronic health records-driven phenotyping: challenges, recent advances, and perspectives

Pathak, J., Kho, A. N., & Denny, J. C. (2013) · Journal of the American Medical Informatics Association

Electronic Health Records SystemsMachine Learning in Healthcare

Cited by 274

Extracting social determinants of health from electronic health records using natural language processing: a systematic review

Patra, B. G., Sharma, M. M., Vekaria, V., Adekkanattu, P., Patterson, O. V., Glicksberg, B., Lepow, L. A., Ryu, E., Biernacka, J. M., Furmanchuk, A., et al. (2021) · Journal of the American Medical Informatics Association

Machine Learning in HealthcareBiomedical Text Mining and Ontologies

Cited by 248

Evaluating the Process of Online Health Information Searching: A Qualitative Approach to Exploring Consumer Perspectives

Fiksdal, A. S., Kumbamu, A., Jadhav, A. S., Cocos, C., Nelsen, L. A., Pathak, J., & McCormick, J. B. (2014) · Journal of Medical Internet Research

Health Literacy and Information AccessibilityInformation Retrieval and Search Behavior

Cited by 189

Multimodal mental health analysis in social media

Yazdavar, A. H., Mahdavinejad, M. S., Bajaj, G., Romine, W., Sheth, A., Monadjemi, A. H., Thirunarayan, K., Meddar, J. M., Myers, A., Pathak, J., et al. (2020) · PLOS ONE

Mental Health via WritingEmotion and Mood Recognition

Cited by 133

Underserved populations with missing race ethnicity data differ significantly from those with structured race/ethnicity documentation

Sholle, E. T., Pinheiro, L. C., Adekkanattu, P., Davila, M. A., Johnson, S. B., Pathak, J., Sinha, S., Li, C., Lubansky, S. A., Safford, M. M., et al. (2019) · Journal of the American Medical Informatics Association

Electronic Health Records SystemsMedical Coding and Health Information

Cited by 89

AD-BERT: Using pre-trained language model to predict the progression from mild cognitive impairment to Alzheimer's disease

Mao, C., Xu, J., Rasmussen, L., Li, Y., Adekkanattu, P., Pacheco, J., Bonakdarpour, B., Vassar, R., Shen, L., Jiang, G., et al. (2023) · Journal of Biomedical Informatics

Machine Learning in HealthcareDementia and Cognitive Impairment Research

Cited by 67

A Study of Social and Behavioral Determinants of Health in Lung Cancer Patients Using Transformers-based Natural Language Processing Models

Yu, Z., Yang, X., Dang, C., Wu, S., Adekkanattu, P., Pathak, J., George, T. J., Hogan, W. R., Guo, Y., Bian, J., et al. (2021) · arXiv

Machine Learning in HealthcareBiomedical Text Mining and Ontologies

Cited by 38

Identifying social determinants of health from clinical narratives: A study of performance, documentation ratio, and potential bias

Yu, Z., Peng, C., Yang, X., Dang, C., Adekkanattu, P., Gopal Patra, B., Peng, Y., Pathak, J., Wilson, D. L., Chang, C.-Y., et al. (2024) · Journal of Biomedical Informatics

Biomedical Text Mining and OntologiesMachine Learning in Healthcare

Cited by 37

Extracting social support and social isolation information from clinical psychiatry notes: comparing a rule-based natural language processing system and a large language model

Patra, B. G., Lepow, L. A., Kasi Reddy Jagadeesh Kumar, P., Vekaria, V., Sharma, M. M., Adekkanattu, P., Fennessy, B., Hynes, G., Landi, I., Sanchez-Ruiz, J. A., et al. (2025) · Journal of the American Medical Informatics Association

Biomedical Text Mining and OntologiesMachine Learning in Healthcare

Cited by 32

Effects of social deprivation on risk factors for suicidal ideation and suicide attempts in commercially insured US youth and adults

Xi, W., Banerjee, S., Olfson, M., Alexopoulos, G. S., Xiao, Y., & Pathak, J. (2023) · Scientific Reports

Suicide and Self-Harm StudiesHealth disparities and outcomes

Cited by 23

Personal life events—a promising dimension for psychiatry in electronic health records

Weissman, M. M., Pathak, J., & Talati, A. (2020) · JAMA Psychiatry

Electronic Health Records SystemsMedical Coding and Health Information

Cited by 16