Research output per year
Research output per year
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Dive into the research topics where Matthew Levin 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 Access1 Scopus citations -
Association of Intraoperative Occult Hypoxemia With 30-Day and 1-Year Mortality
Stannard, B., Burnett, G. W., Wax, D. B., Egorova, N. N., Ouyang, Y., Pyram-Vincent, C., Demaria, S. & Levin, M. A., 2025, (Accepted/In press) In: Anesthesia and Analgesia.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Comparison of Perioperative Outcomes for Transfusion of Hemoconcentrated Bypass Versus Cell Saver Blood in Cardiac Surgical Patients
Bhatt, H. V., Hu, Y., Lin, H. M., Egorova, N., Ouyang, Y. & Levin, M. A., May 2025, In: Journal of Cardiothoracic and Vascular Anesthesia. 39, 5, p. 1173-1179 7 p.Research output: Contribution to journal › Article › peer-review
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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 -
Perioperative Near Infrared Spectroscopy Measurements of Cerebral Regional Oxygen Desaturations Are Not Associated With Delirium After Cardiac Surgery
Kahn, R. A., Egorova, N., Ouyang, Y., Huang, J., Levin, M. A., Hofer, I., Anyanwu, A. & Weiner, M. M., May 2025, In: Journal of Cardiothoracic and Vascular Anesthesia. 39, 5, p. 1153-1161 9 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations
Press/Media
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Findings from Icahn School of Medicine at Mount Sinai Update Knowledge of Delirium (Perioperative Near Infrared Spectroscopy Measurements of Cerebral Regional Oxygen Desaturations Are Not Associated With Delirium After Cardiac Surgery)
Levin, M., Egorova, N., Anyanwu, , A., Kahn, R., Hofer, I. & Ouyang, Y.
21/05/25
1 item of Media coverage
Press/Media
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Study Data from Icahn School of Medicine at Mount Sinai Provide New Insights into Machine Learning (Electronic-medical-record-driven Machine Learning Predictive Model for Hospital-acquired Pressure Injuries: Development and External Validation)
Levin, M., Reich, D., Kia, M. A. & Timsina, P.
26/03/25
1 item of Media coverage
Press/Media
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AI Can Help Doctors Make Better Decisions and Save Lives
Kohli-Seth, R., Levin, M., Reich, D., Kia, M. A., Timsina, P. & Ouyang, Y.
15/06/24
1 item of Media coverage
Press/Media
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AI Shows Promise in Early Detection of Patient Decline
Kohli-Seth, R., Levin, M., Reich, D., Kia, M. A., Timsina, P. & Ouyang, Y.
14/06/24
1 item of Media coverage
Press/Media