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The Shared Health Research Information Network (SHRINE): a prototype federated query tool for clinical data repositories.

Publication: Journal Article

Weber, Griffin M, Shawn N Murphy, Andrew J McMurry, Douglas MacFadden, Daniel J Nigrin, Susanne Churchill, and Isaac S Kohane. 2009. “The Shared Health Research Information Network (SHRINE): A Prototype Federated Query Tool for Clinical Data Repositories.”. Journal of the American Medical Informatics Association : JAMIA 16 (5): 624-30.

Multivariate selection of genetic markers in diagnostic classification.

Publication: Journal Article

Weber, Griffin, Staal Vinterbo, and Lucila Ohno-Machado. 2004. “Multivariate Selection of Genetic Markers in Diagnostic Classification.”. Artificial Intelligence in Medicine 31 (2): 155-67.

Predicting the survival of patients with breast carcinoma using tumor size.

Publication: Journal Article

Michaelson, James S, Melvin Silverstein, John Wyatt, Griffin Weber, Richard Moore, Elkan Halpern, Daniel B Kopans, and Kevin Hughes. 2002. “Predicting the Survival of Patients With Breast Carcinoma Using Tumor Size.”. Cancer 95 (4): 713-23.

Functional Tissue Units in the Human Reference Atlas.

Publication: Journal Article

Bidanta, Supriya, Katy Börner, Bruce W Herr, Marcell Nagy, Katherine S Gustilo, Rachel Bajema, Libby Maier, Roland Molontay, and Griffin Weber. 2023. “Functional Tissue Units in the Human Reference Atlas.”. BioRxiv : The Preprint Server for Biology.

Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: An international multi-centre observational cohort study.

Publication: Journal Article

Tan, Byorn W L, Bryce W Q Tan, Amelia L M Tan, Emily R Schriver, Alba Gutiérrez-Sacristán, Priyam Das, William Yuan, et al. 2023. “Long-Term Kidney Function Recovery and Mortality After COVID-19-Associated Acute Kidney Injury: An International Multi-Centre Observational Cohort Study.”. EClinicalMedicine 55: 101724.

Tissue registration and exploration user interfaces in support of a human reference atlas.

Publication: Journal Article

Börner, Katy, Andreas Bueckle, Bruce W Herr, Leonard E Cross, Ellen M Quardokus, Elizabeth G Record, Yingnan Ju, et al. 2022. “Tissue Registration and Exploration User Interfaces in Support of a Human Reference Atlas.”. Communications Biology 5 (1): 1369.

HyperMinHash: MinHash in LogLog space.

Publication: Journal Article

Yu, Yun William, and Griffin M Weber. 2022. “HyperMinHash: MinHash in LogLog Space.”. IEEE Transactions on Knowledge and Data Engineering 34 (1): 328-39.

Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians?

Publication: Journal Article

Beaulieu-Jones, Brett K, William Yuan, Gabriel A Brat, Andrew L Beam, Griffin Weber, Marshall Ruffin, and Isaac S Kohane. 2021. “Machine Learning for Patient Risk Stratification: Standing On, or Looking Over, the Shoulders of Clinicians?”. NPJ Digital Medicine 4 (1): 62.

AI-Assisted Point-of-Care Ultrasound Networks-Considerations for Rural Health Care Delivery.

Publication: Journal Article

Chang, Amanda, Jordan B Strom, and Kan Liu. 2025. “AI-Assisted Point-of-Care Ultrasound Networks-Considerations for Rural Health Care Delivery.”. JAMA Cardiology.

Health Care Policy Research Team at ACC 2025

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The Health Care Policy team had an incredible presence at the American College of Cardiology Scientific Sessions 2025, with 11 presentations by trainees on topics ranging from private equity acquisitions of hospitals to the impact of the Inflation Reduction Act. Oral Presentations: Michael Liu...