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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Assessing calibration and bias of a deployed machine learning malnutrition prediction model within a large healthcare system
Liou, L., Scott, E., Parchure, P., Ouyang, Y., Egorova, N., Freeman, R., Hofer, I. S., Nadkarni, G. N., Timsina, P., Kia, A. & Levin, M. A., Dec 2024, In: npj Digital Medicine. 7, 1, 149.Research output: Contribution to journal › Article › peer-review
Open Access -
Development and Validation of a Deep Learning Classifier Using Chest Radiographs to Predict Extubation Success in Patients Undergoing Invasive Mechanical Ventilation
Tandon, P., Nguyen, K. A. N., Edalati, M., Parchure, P., Raut, G., Reich, D. L., Freeman, R., Levin, M. A., Timsina, P., Powell, C. A., Fayad, Z. A. & Kia, A., Jun 2024, In: Bioengineering. 11, 6, 626.Research output: Contribution to journal › Article › peer-review
Open Access -
Real-Time Machine Learning Alerts to Prevent Escalation of Care: A Nonrandomized Clustered Pragmatic Clinical Trial
Levin, M. A., Kia, A., Timsina, P., Cheng, F. Y., Nguyen, K. A. N., Kohli-Seth, R., Lin, H. M., Ouyang, Y., Freeman, R. & Reich, D. L., 1 Jul 2024, In: Critical Care Medicine. 52, 7, p. 1007-1020 14 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
A Hybrid Decision Tree and Deep Learning Approach Combining Medical Imaging and Electronic Medical Records to Predict Intubation Among Hospitalized Patients With COVID-19: Algorithm Development and Validation
Nguyen, K. A. N., Tandon, P., Ghanavati, S., Cheetirala, S. N., Timsina, P., Freeman, R., Reich, D., Levin, M. A., Mazumdar, M., Fayad, Z. A. & Kia, A., Jan 2023, In: JMIR Formative Research. 7, 1, e46905.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Automated electrocardiogram signal quality assessment based on Fourier analysis and template matching
Menon, K. M., Das, S., Shervey, M., Johnson, M., Glicksberg, B. S. & Levin, M. A., Jun 2023, In: Journal of Clinical Monitoring and Computing. 37, 3, p. 829-837 9 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations
Press/Media
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AI can alert doctors when patients might get sicker
16/06/24 → 17/06/24
2 items 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.
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.
14/06/24
1 item of Media coverage
Press/Media
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