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ASSISTANT PROFESSOR | Artificial Intelligence and Human Health
Biography
Ipek Ensari, PhD, is an Assistant Professor at the Windreich Department of Artificial Intelligence and Human Health at the Icahn School of Medicine and the Hasso Plattner Institute of Digital Health at Mount Sinai. She investigates mobile health (mHealth) and machine learning methods for complex patient-generated data toward improving chronic disease characterization and patient self-management. Her work is grounded in women’s reproductive health conditions (e.g., endometriosis, chronic pelvic pain disorders) and populations at increased risk for health disparities (e.g., sexual and gender minorities). To this end, her lab conducts studies investigating the potential of utilizing longitudinal multi-modal data, NLP methods, and functional data approaches to improve clinical decision-making in women's reproductive health using mHealth data. She is currently leading a NIH-funded project that aims to design digital patient reported outcome measures for improved real-time measurement and monitoring of chronic pain symptoms outside of the clinic for women with chronic pelvic pain disorders. Ipek completed her doctorate at the University of Illinois at Urbana-Champaign and post-doctoral training at Columbia University.
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Collaborations and top research areas from the last five years
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Physical activity phenotypes in endometriosis using unsupervised learning via functional mixture models
Tricoche, B. T., Caceres, B. A., Shaw, L. J., Garber, C. E., Konigorski, S., Kolli, S., Fuchs, T. J. & Ensari, I., Dec 2026, In: BMC Women's Health. 26, 1, 29.Research output: Contribution to journal › Article › peer-review
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Wearable Devices Identify Altered Sleep Characteristics and Sleep Trajectories in Active Inflammatory Bowel Disease
Hirten, R. P., Danieletto, M., Whang, J. K., Landell, K., Helmus, D., Said, H., Ensari, I., Shah, N., Bagiella, E., Figueiro, M. G., Sands, B. E. & Suarez-Farinas, M., Mar 2026, In: Clinical Gastroenterology and Hepatology. 24, 3, p. 805-813.e3Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Characterization and clustering of intra-day physical activity patterns using accelerometry among sexual and gender minority adults
Lopez-Veneros, D., Caceres, B. A., Jackman, K., Belloir, J. A., Sharma, Y., Bakken, S. & Ensari, I., Dec 2025, In: BMC Public Health. 25, 1, 2294.Research output: Contribution to journal › Article › peer-review
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Characterizing daily physical activity patterns with unsupervised learning via functional mixture models
Ensari, I., Caceres, B. A., Jackman, K. B., Goldsmith, J., Suero-Tejeda, N. M., Odlum, M. L. & Bakken, S., Feb 2025, In: Journal of Behavioral Medicine. 48, 1, p. 149-161 13 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Keyword-optimized template insertion for clinical note classification via prompt-based learning
Alleva, E., Landi, I., Shaw, L. J., Böttinger, E., Ensari, I. & Fuchs, T. J., Dec 2025, In: BMC Medical Informatics and Decision Making. 25, 1, 247.Research output: Contribution to journal › Article › peer-review
Open Access
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Studies from Icahn School of Medicine at Mount Sinai in the Area of Inflammatory Bowel Disease Described (Wearable Devices Identify Altered Sleep Characteristics and Sleep Trajectories in Active Inflammatory Bowel Disease)
Suarez-Farinas, M., Figueiro, M., Bagiella, E., Sands, B. E., Shah, N., Hirten, R. & Ensari, I.
23/09/25
1 item of Media coverage
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Exercise improves mental health for women with chronic pelvic pain disorders
17/03/25
1 item of Media coverage
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Exercise Improves Mental Health in Women with Chronic Pelvic Pain
4/03/25
1 item of Media coverage
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Exercise improves mental health in women with chronic pelvic pain
4/03/25
1 item of Media coverage
Press/Media