Research output per year
Research output per year
Personal profile
Research interests
Machine learning and artificial intelligence in medicine
Clinical interests
Pulmonology, Critical Care, Clinical Informatics, Machine learning, Artifical intelligence, Interstitial lung disease
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Dive into the research topics where Andrew Michelson is active. These topic labels come from the works of this person and are generated automatically. Together they form a unique fingerprint. Contact the Profiles team with questions.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Developing approaches to incorporate donor-lung computed tomography images into machine learning models to predict severe primary graft dysfunction after lung transplantation
Ma, W., Oh, I., Luo, Y., Kumar, S., Gupta, A., Lai, A. M., Puri, V., Kreisel, D., Gelman, A. E., Nava, R., Witt, C. A., Byers, D. E., Halverson, L., Vazquez-Guillamet, R., Payne, P. R. O., Sotiras, A., Lu, H., Niazi, K., Gurcan, M. N. & Hachem, R. R. & 1 others, , Jun 2025, In: American Journal of Transplantation. 25, 6, p. 1339-1349 11 p.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
EchoLLM: Extracting echocardiogram entities with light-weight, open-source large language models
Chi, J., Rouphail, Y., Hillis, E., Ma, N., Nguyen, A., Wang, J., Hofford, M., Gupta, A., Lyons, P., Wilcox, A., Lai, A. M., Payne, P. R. O., Kollef, M. H., Dreisbach, C. & Michelson, A. P., Aug 1 2025, In: JAMIA Open. 8, 4, ooaf092.Research output: Contribution to journal › Article › peer-review
Open Access -
Machine Learning Feasibility in Cochlear Implant Speech Perception Outcomes - Moving Beyond Single Biomarkers for Cochlear Implant Performance Prediction
Shew, M. A., Pavelchek, C., Michelson, A., Ortmann, A., Lefler, S., Walia, A., Durakovic, N., Phillips, A., Rejepova, A., Herzog, J. A., Payne, P., Piccirillo, J. F. & Buchman, C. A., Sep 1 2025, In: Ear and hearing. 46, 5, p. 1266-1281 16 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Reply to Liu, Zehui—Exploring the potential of machine learning in predicting primary graft dysfunction post-lung transplantation
Oh, I., Hachem, R. & Michelson, A. P., 2025, (Accepted/In press) In: American Journal of Transplantation.Research output: Contribution to journal › Letter › peer-review
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Reply to Takefuji, Yoshiyasu – Beyond least absolute shrinkage and selection operator: A comprehensive framework for analyzing complex biological data using nonlinear and nonparametric methods
Ma, W., Hachem, R. R. & Michelson, A. P., Nov 2025, In: American Journal of Transplantation. 25, 11, p. 2475-2476 2 p.Research output: Contribution to journal › Letter › peer-review