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Keywords: Machine Learning
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Proceedings Papers

Proc. ASME. DMD2021, 2021 Design of Medical Devices Conference, V001T02A009, April 12–15, 2021
Paper No: DMD2021-1078
... is an ultrasound-based cardiac imaging modality. Across all sites of the Mayo Clinic enterprise, echo images and measurement data are reviewed, interpreted, and reported via the Echo Information Management System (EIMS). The objective of this paper is to develop a machine learning model for the identification...
Proceedings Papers

Proc. ASME. DMD2021, 2021 Design of Medical Devices Conference, V001T03A005, April 12–15, 2021
Paper No: DMD2021-1076
... health record (EHR) data to develop automated tools based on natural language processing guided machine learning (ML) models for accurate HCM case identification to improve management and reduce adverse outcomes of HCM patients. Cardiac Magnetic Resonance (CMR) Imaging, plays a significant role in HCM...
Proceedings Papers

Proc. ASME. DMD2020, 2020 Design of Medical Devices Conference, V001T06A005, April 6–9, 2020
Paper No: DMD2020-9030
...LUNG ALLOCATION PIPELINE: MACHINE LEARNING APPROACH TO OPTIMIZED LUNG TRANSPLANT Emma Schinstock1, Alex Deakyne, Tinen Iles, Andrew Shaffer, Paul A. Iaizzo Department of Surgery, University of Minnesota Minneapolis, MN, USA ABSTRACT Lung donation is the most risky transplant procedures. With low...