Data-Driven and Digital Medicine

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

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One Gustave L. Levy Place Box 1003 New York, NY 10029
United States

21047 Citations
67 h-index
367 Article
67 Review article
43 Letter
21 Comment/debate
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Alignment of large language models in solving medical ethical dilemmas
Sorin, V., Glicksberg, B. S., Korfiatis, P., Collins, J. D., Yeow, M. E., Brandeland, M., Nadkarni, G. N. & Klang, E., 1 Jan 2026, In: Digital Health. 12
Research output: Contribution to journal › Article › peer-review

Open Access
A Methodology for Creating Patient Relevant Questions Suitable for Evaluating AI Generated Health Advice
Goyal, S., Tai, H. H., Rosen, E., Chandra, S., Borycki, E., Kushniruk, A., Mansour, M., Shah, D. & Kannry, J., 21 May 2026, In: Studies in Health Technology and Informatics. 336, p. 745-749 5 p.
Research output: Contribution to journal › Article › peer-review

Open Access
A study of gene expression in the living human brain
Liharska, L. E., Park, Y. J., Ziafat, K., Wilkins, L., Silk, H., Linares, L. M., Thompson, R. C., Vornholt, E., Sullivan, B., Cohen, V., Kota, P., Feng, C., Cheng, E., Johnson, J. S., Rieder, M. K., Huang, J., Scarpa, J., Polanco, J., Moya, E. & Hashemi, A. & 8 others, Levin, M. A., Nadkarni, G. N., Sebra, R., Crary, J. F., Schadt, E. E., Beckmann, N. D., Kopell, B. H. & Charney, A. W., Jan 2026, In: Molecular Psychiatry. 31, 1, p. 137-157 21 p.
Research output: Contribution to journal › Article › peer-review

Open Access
4 Scopus citations
A transcriptional program associated with neurotransmission in the living human brain
Charney, A. W., Liharska, L. E., Vornholt, E., Valentine, A., Lund, A., Hashemi, A., Thompson, R. C., Lohrenz, T., Johnson, J. S., Bussola, N., Cheng, E., Park, Y. J., Qasim, S., Aristel, A., Wilkins, L., Ziafat, K., Silk, H., Linares, L. M., Sullivan, B. & Feng, C. & 18 others, Batten, S. R., Bang, D., Barbosa, L. S., Twomey, T., White, J. P., Vannucci, M., Hadj-Amar, B., Moya, E., Figee, M., Nadkarni, G. N., Breen, M. S., Kishida, K. T., Scarpa, J., Schadt, E. E., Saez, I., Montague, P. R., Beckmann, N. D. & Kopell, B. H., May 2026, In: Molecular Psychiatry. 31, 5, p. 2727-2738 12 p.
Research output: Contribution to journal › Article › peer-review

Open Access
Authors' response: Discontinuation of continuous kidney replacement therapy in patients with acute kidney injury: A pilot study
Ice, S., Pellegrino, B., Diab, A., Parravani, A., Poling, M., Sakhuja, A., Kashani, K. & Shawwa, K., Aug 2026, In: Journal of Critical Care. 94, 155596.
Research output: Contribution to journal › Letter › peer-review
Automated diagnosis of chronic obstructive pulmonary disease using deep learning applied to electrocardiograms
Vaid, A., Sharma, J., Jiang, J., Lampert, J., Sawant, A., Argulian, E., Lerakis, S., Tandon, P., Kovatch, P., Powell, C., Cairns, C. B., Nadkarni, G. N. & Kraft, M., Jan 2026, In: eBioMedicine. 123, 106066.
Research output: Contribution to journal › Article › peer-review

Open Access
1 Scopus citations
Automating eligibility assessment and enrollment for sugammadex administration within an integrated perioperative workflow
Gabel, E., Murray, S., Grogan, T., Wingert, T. & Hofer, I., 1 Feb 2026, In: JAMIA Open. 9, 1, ooag021.
Research output: Contribution to journal › Article › peer-review

Open Access
Cardiovascular risk stratification using predicted coronary artery calcium score from a machine learning model using EHR data
Takkavatakarn, K., Oh, W., Anand Gownivaripally, P., Nadkarni, G. N. & Chan, L., May 2026, In: Heliyon. 12, 9, e44956.
Research output: Contribution to journal › Article › peer-review

Open Access
ChatGPT Health performance in a structured test of triage recommendations
Ramaswamy, A., Tyagi, A., Hugo, H., Jiang, J., Jayaraman, P., Jangda, M., Te, A. E., Kaplan, S. A., Lampert, J., Freeman, R., Gavin, N., Tewari, A. K., Sakhuja, A., Naved, B., Charney, A. W., Omar, M., Gorin, M. A., Klang, E. & Nadkarni, G. N., May 2026, In: Nature Medicine. 32, 5, p. 1671-1675 5 p.
Research output: Contribution to journal › Article › peer-review

Open Access
6 Scopus citations
Cultivating AI leaders: the role of clinical informatics fellowship in transforming healthcare
Lingam, V., Kannry, J., Khanna, R., Norquist, C., Leu, M. G. & Hron, J. D., Apr 2026, In: The Lancet Regional Health - Americas. 56, 101407.
Research output: Contribution to journal › Letter › peer-review

Open Access
Decoding Natural Language Processing and Large Language Models in Kidney Health
Yetman, H. E. & Chan, L., Jan 2026, In: Clinical Journal of the American Society of Nephrology. 21, 1, p. 183-185 3 p.
Research output: Contribution to journal › Editorial

Open Access
Deep learning model design for ECG-based prediction of sex and ventricular dysfunction: A technical exploration of CNN and transformer architectures
Cohen-Shelly, M., Hochstein, D., Barda, N., Bleiweiss, A., Aflalo, E., Bar, N., Zimlichman, E., Klang, E., Rahman, N., Sela, T., Klempfner, R., Maor, E., Beinart, R., Segev, A., Raanani, E. & Sabbag, A., Feb 2026, In: Heliyon. 12, 2, e44527.
Research output: Contribution to journal › Article › peer-review

Open Access

AI Language Models Struggle with Basic Hospital Data Tasks, Study Finds
Glicksberg, B. & Klang, E.
4/06/26
1 item of Media coverage
Press/Media
New Cardiovascular Diseases and Conditions Study Findings Recently Were Reported by Researchers at Icahn School of Medicine at Mount Sinai (Cardiovascular risk stratification using predicted coronary artery calcium score from a machine learning ...)
Oh, W., Nadkarni, G. & Chan, L.
3/06/26
1 item of Media coverage
Press/Media
Recent Findings from Tel Aviv University Provides New Insights into Machine Learning (Computer-aided Diagnosis of Eyelid Skin Tumors Using Machine Learning)
Klang, E.
1/06/26
1 item of Media coverage
Press/Media
New Hypotension Study Findings Have Been Reported from Icahn School of Medicine at Mount Sinai (PhysioJEPA: Joint Embedding Representations of Physiological Signals for Real Time Risk Estimation in the Intensive Care Unit)
Jayaraman, P., Nadkarni, G., Parekh, A. & Sakhuja, A.
27/05/26
1 item of Media coverage
Press/Media
New Sarcoidosis Data Have Been Reported by Researchers at Division of Pulmonary (Clinical and Imaging Abnormalities Associated With Inducible Ventricular Arrhythmias During Electrophysiologic Study in Patients With Cardiac Sarcoidosis and ...)
Kundel, V., Cohen, O., Suarez-Farinas, M., Shah, N., Morgenthau, A. S., Tandon, P. & Al-Taie, Z.
25/05/26
1 item of Media coverage
Press/Media
New Science Study Findings Recently Were Reported by Researchers at Icahn School of Medicine at Mount Sinai (Sociodemographic bias in large language model clinical trial screening)
Nadkarni, G. & Klang, E.
22/05/26
1 item of Media coverage
Press/Media
Icahn School of Medicine at Mount Sinai Applies for Patent on Methods and Systems for Staging Monitoring and Treating Patients with COPD
Tandon, P.
21/05/26
1 item of Media coverage
Press/Media
Mount Sinai experts to present new research on AI model that predicts lung nodule risk, impact of air pollution during pregnancy, and more at ATS 2026 International Conference
Kundel, V., Lo Cascio, C., Shah, N., Varga, A., Rogers, L., Tandon, P. & Kraft, M.
19/05/26
1 item of Media coverage
Press/Media
HMN 2026: How AI language models struggle with basic hospital data tasks,
Glicksberg, B. & Klang, E.
18/05/26
1 item of Media coverage
Press/Media
Researchers at Mayo Clinic College of Medicine and Science Target Electronic Medical Records (Large language models are poor clinical administrators: An evaluation of structured queries in real-world electronic health records)
Klang, E.
15/05/26
1 item of Media coverage
Press/Media
Mount Sinai Health System and Guyana Ministry of Health Host Seminar on Practical, Responsible Integration of AI in Health Care
Reich, D., Soroush, A. & Timsina, P.
14/05/26
1 item of Media coverage
Press/Media
AI language models struggle with basic hospital data tasks, study finds
Glicksberg, B. & Klang, E.
7/05/26 → 8/05/26
3 items of Media coverage
Press/Media