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PRESIDENT AND CHIEF OPERATING OFFICER, The Mount Sinai Hospital PROFESSOR Anesthesiology, Perioperative and Pain Medicine
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Dive into the research topics where David Reich is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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A distributional reinforcement learning model for optimal glucose control after cardiac surgery
Desman, J. M., Hong, Z. W., Sabounchi, M., Sawant, A. S., Gill, J., Costa, A. C., Kumar, G., Sharma, R., Gupta, A., McCarthy, P., Nandwani, V., Powell, D., Carideo, A., Goodwin, D., Ahmed, S., Gidwani, U., Levin, M. A., Varghese, R., Filsoufi, F. & Freeman, R. & 12 others, , Dec 2025, In: npj Digital Medicine. 8, 1, 313.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Detecting, Characterizing, and Mitigating Implicit and Explicit Racial Biases in Health Care Datasets With Subgroup Learnability: Algorithm Development and Validation Study
Gulamali, F., Sawant, A. S., Liharska, L., Horowitz, C., Chan, L., Hofer, I., Singh, K., Richardson, L., Mensah, E., Charney, A., Reich, D., Hu, J. & Nadkarni, G., 2025, In: Journal of Medical Internet Research. 27, 1, e71757.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
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 Access2 Scopus citations -
Machine Learning Multimodal Model for Delirium Risk Stratification
Friedman, J. I., Parchure, P., Cheng, F. Y., Fu, W., Cheertirala, S., Timsina, P., Raut, G., Reina, K., Joseph-Jimerson, J., Mazumdar, M., Freeman, R., Reich, D. L. & Kia, A., 7 May 2025, In: JAMA network open. 8, 5, e258874.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
Multi-model assurance analysis showing large language models are highly vulnerable to adversarial hallucination attacks during clinical decision support
Omar, M., Sorin, V., Collins, J. D., Reich, D., Freeman, R., Gavin, N., Charney, A., Stump, L., Bragazzi, N. L., Nadkarni, G. N. & Klang, E., Dec 2025, In: Communications Medicine. 5, 1, 330.Research output: Contribution to journal › Article › peer-review
Open Access39 Scopus citations
Press/Media
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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
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Mount Sinai Health System And Guyana Ministry Of Health Host Seminar On Practical, Responsible Integration Of Artificial Intelligence In Health Care
Reich, D., Vreeman, R., Soroush, A. & Timsina, P.
24/04/26 → 7/05/26
29 items of Media coverage
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AI model outperforms ER doctors at diagnosis in real-world hospital test
2/05/26
1 item of Media coverage
Press/Media
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OpenAI reasoning model matches and outperforms doctors at diagnosing patients, study finds
2/05/26
1 item of Media coverage
Press/Media