Division of Data-Driven and Digital Medicine

Icahn School of Medicine at Mount Sinai

Websitehttps://icahn.mssm.edu/about/departments-offices/medicine/data-driven-digital

Postal addressShow on map
One Gustave L. Levy Place Box 1003 New York, NY 10029
United States

16594 Citations
61 h-index
302 Article
61 Review article
32 Letter
18 Comment/debate
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Clinical factors associated with hospital mortality in critically ill adult COVID-19 patients with AKI requiring CRRT: A multicenter study
Cama-Olivares, A., Tamhane, A., Ortiz-Soriano, V., Farrell, D., Wen, H. H., Takeuchi, T., Devansh, P., Galasso, F., Chen, J., Chan, L., Tolwani, A. J., Nadkarni, G. N. & Neyra, J. A., Feb 2025, In: Clinical Nephrology. 103, 2, p. 96-107 12 p.
Research output: Contribution to journal › Article › peer-review
Computed Tomography Findings of Combat Casualties During the 2023-2024 Israel-Gaza Armed Conflict
Olshaker, H., Brin, D., Gorenstein, L., Sorin, V., Klang, E., Rahman, N. & Amitai, M. M., Jan 2025, In: Israel Medical Association Journal. 27, p. 17-22 6 p.
Research output: Contribution to journal › Article › peer-review
Effect of Tiered Implementation of Clinical Decision Support System for Acute Kidney Injury and Nephrotoxin Exposure in Cardiac Surgery Patients
Justice, C. M., Nevin, C., Neely, R. L., Dilcher, B., Kovacic-Scherrer, N., Carter-Templeton, H., Ostrowski, A., Krafcheck, J., Smith, G., McCarthy, P., Pincavitch, J., Kane-Gill, S., Freeman, R., Kellum, J. A., Kohli-Seth, R., Nadkarni, G. N., Shawwa, K. & Sakhuja, A., 1 Jan 2025, In: Applied Clinical Informatics. 16, 1, p. 1-10 10 p.
Research output: Contribution to journal › Article › peer-review
Electronic-Medical-Record-Driven Machine Learning Predictive Model for Hospital-Acquired Pressure Injuries: Development and External Validation
Nguyen, K. A. N., Patel, D., Edalati, M., Sevillano, M., Timsina, P., Freeman, R., Levin, M. A., Reich, D. L. & Kia, A., Feb 2025, In: Journal of Clinical Medicine. 14, 4, 1175.
Research output: Contribution to journal › Article › peer-review

Open Access
Evaluating and addressing demographic disparities in medical large language models: a systematic review
Omar, M., Sorin, V., Agbareia, R., Apakama, D. U., Soroush, A., Sakhuja, A., Freeman, R., Horowitz, C. R., Richardson, L. D., Nadkarni, G. N. & Klang, E., Dec 2025, In: International Journal for Equity in Health. 24, 1, 57.
Research output: Contribution to journal › Review article › peer-review

Open Access
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., Ryu, E., Biernacka, J. M., Nadkarni, G. N., Talati, A., Weissman, M., Olfson, M., Mann, J. J., Zhang, Y., Charney, A. W. & Pathak, J., 1 Jan 2025, In: Journal of the American Medical Informatics Association : JAMIA. 32, 1, p. 218-226 9 p.
Research output: Contribution to journal › Article › peer-review
2 Scopus citations
Generating credible referenced medical research: A comparative study of openAI's GPT-4 and Google's gemini
Omar, M., Nassar, S., Hijazi, K., Glicksberg, B. S., Nadkarni, G. N. & Klang, E., Feb 2025, In: Computers in Biology and Medicine. 185, 109545.
Research output: Contribution to journal › Article › peer-review

Open Access
Immunological biomarkers of response and resistance to treatment with cabozantinib and nivolumab in recurrent endometrial cancer
Roudko, V., Del Valle, D. M., Radkevich, E., Kelly, G., Hui, X., Patel, M., Gonzalez-Kozlova, E., Tuballes, K., Streicher, H., Atale, S., Wang, L., Czinczin, B., Kim-Schulze, S., Wistuba, I. I., Haymaker, C. L., Al-Atrash, G., Manyam, G., Zhang, J., Thompson, R. & Suarez-Farinas, M. & 2 others, Lheureux, S. & Gnjatic, S., 25 Feb 2025, In: Journal for ImmunoTherapy of Cancer. 13, 2, e010541.
Research output: Contribution to journal › Article › peer-review

Open Access
Influence of Practitioner Dashboard Feedback on Anesthetic Greenhouse Gas Emissions: A Prospective Performance Improvement Investigation
Kahn, R. A., Egorova, N., Ouyang, Y., Burnett, G. W., Hofer, I., Wax, D. B. & Trinh, M., Dec 2025, In: Journal of Medical Systems. 49, 1, 12.
Research output: Contribution to journal › Article › peer-review
Integrated visual and text-based analysis of ophthalmology clinical cases using a large language model
Sorin, V., Kapelushnik, N., Hecht, I., Zloto, O., Glicksberg, B. S., Bufman, H., Livne, A., Barash, Y., Nadkarni, G. N. & Klang, E., Dec 2025, In: Scientific Reports. 15, 1, 4999.
Research output: Contribution to journal › Article › peer-review

Open Access
Large Language Models in Rheumatologic Diagnosis: A Multimodal Performance Analysis
Omar, M., Agbareia, R., Klang, E. & Naffaa, M. E., 1 Feb 2025, In: Journal of Rheumatology. 52, 2, p. 187-188 2 p.
Research output: Contribution to journal › Article › peer-review

Open Access
Large language model uncertainty proxies: discrimination and calibration for medical diagnosis and treatment
Savage, T., Wang, J., Gallo, R., Boukil, A., Patel, V., Safavi-Naini, S. A. A., Soroush, A. & Chen, J. H., 1 Jan 2025, In: Journal of the American Medical Informatics Association : JAMIA. 32, 1, p. 139-149 11 p.
Research output: Contribution to journal › Article › peer-review

Open Access
2 Scopus citations

Q&A: Wearable devices may help IBD patients track flares in ‘the comfort of their homes’
Hirten, R.
7/03/25
1 item of Media coverage
Press/Media
Physical activity boosts mental health in women with chronic pelvic pain disorders
Nadkarni, G., Hirten, R., Elovitz, M. A. & Ensari, I.
28/02/25
1 item of Media coverage
Press/Media
Exercise Enhances Mental Health in Women with Pelvic Pain
Nadkarni, G., Hirten, R., Elovitz, M. A. & Ensari, I.
27/02/25
1 item of Media coverage
Press/Media
Physical activity boosts mental health in women with chronic pelvic pain disorders
Nadkarni, G., Hirten, R., Elovitz, M. A. & Ensari, I.
27/02/25
1 item of Media coverage
Press/Media
Physical Activity Boosts Mental Health in Women With Chronic Pelvic Pain Disorders
Nadkarni, G., Hirten, R., Elovitz, M. A. & Ensari, I.
26/02/25
1 item of Media coverage
Press/Media
Exercise Lifts Mental Health for Women With Pelvic Pain
Nadkarni, G., Hirten, R., Elovitz, M. A. & Ensari, I.
26/02/25
1 item of Media coverage
Press/Media
Exercise improves mental well-being of women living with chronic pelvic pain disorders
Nadkarni, G., Hirten, R. & Elovitz, M. A.
26/02/25
1 item of Media coverage
Press/Media
Physical activity boosts mental health in women with chronic pelvic pain disorders
Nadkarni, G., Hirten, R., Elovitz, M. A. & Ensari, I.
26/02/25
1 item of Media coverage
Press/Media
Findings from Icahn School of Medicine at Mount Sinai Reveals New Findings on Global Warming and Climate Change (Influence of Practitioner Dashboard Feedback On Anesthetic Greenhouse Gas Emissions: a Prospective Performance Improvement ...)
Burnett, G., Egorova, N., Trinh, , M., Wax, D. B., Kahn, R. & Hofer, I.
13/02/25
1 item of Media coverage
Press/Media
Wearables Could Enable Continuous Monitoring of Inflammatory Diseases
Hirten, R.
5/02/25
1 item of Media coverage
Press/Media
Apple Watch and Fitbit predict IBD flare-ups
Hirten, R.
5/02/25
1 item of Media coverage
Press/Media
Portable Technology: Revolutionizing Inflammatory Intestinal Disease Management
Hirten, R.
28/01/25
1 item of Media coverage
Press/Media