selected publications
- Correction: Social connectedness as a determinant of mental health: A scoping review. 2024 GET IT
- Extracting social support and social isolation information from clinical psychiatry notes: comparing a rule-based natural language processing system and a large language model. Journal of the American Medical Informatics Association : JAMIA. 2024 Academic Article GET IT
- Deep learning for identifying personal and family history of suicidal thoughts and behaviors from EHRs. NPJ digital medicine. 2024 Academic Article GET IT
- Detection of Personal and Family History of Suicidal Thoughts and Behaviors using Deep Learning and Natural Language Processing: A Multi-Site Study. 2024 GET IT
- Automated classification of lay health articles using natural language processing: a case study on pregnancy health and postpartum depression. Frontiers in psychiatry. 2023 Academic Article GET IT
- Association of opioid or other substance use disorders with health care use among patients with suicidal symptoms. Journal of substance use and addiction treatment. 2023 Academic Article GET IT
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A novel NIH research grant recommender using BERT.
PloS one.
2023
Academic Article
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Times cited: 2 -
Comorbidity and healthcare utilization in patients with treatment resistant depression: A large-scale retrospective cohort analysis using electronic health records.
Journal of affective disorders.
2022
Academic Article
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Times cited: 6 - Classifying Cyber-Risky Clinical Notes by Employing Natural Language Processing. Proceedings of the ... Annual Hawaii International Conference on System Sciences. Annual Hawaii International Conference on System Sciences. 2022 Academic Article GET IT