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Keywords: deep learning
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Proceedings Papers

Proc. ASME. DMD2020, 2020 Design of Medical Devices Conference, V001T01A003, April 6–9, 2020
Paper No: DMD2020-9018
...CLASSIFICATION OF LEFT ATRIAL APPENDAGE MORPHOLOGY USING DEEP LEARNING Mikayle A. Holm1,2, Alex Deakyne1,3, Erik Gaasedelen1,3, Weston Upchurch1,3, Paul A. Iaizzo1,2,3 1Departments of Surgery, 2Biomedical Engineering, and 3Bioinformatics and Computational Biology University of Minnesota Minneapolis...
Proceedings Papers

Proc. ASME. DMD2020, 2020 Design of Medical Devices Conference, V001T03A006, April 6–9, 2020
Paper No: DMD2020-9068
...4 Contact author: iaizz001@umn.edu DEEP LEARNING ALGORITHM FOR IMAGE CLASSIFICATION OF WAVEFORMS OBTAINED FROM ELECTRICALLY STIMULATED HYPOXIC SKELETAL MUSCLE BUNDLES Weston Upchurch1,2, Alex Deakyne1,2, David A. Ramirez1,3 Paul A. Iaizzo1,2,3,4 Departments of 1Surgery, 2Bioinformatics...
Proceedings Papers

Proc. ASME. DMD2020, 2020 Design of Medical Devices Conference, V001T02A001, April 6–9, 2020
Paper No: DMD2020-9109
...Abstract Abstract In this study, we present USDL, a novel model that employs deep learning algorithms in order to reconstruct and enhance corrupted ultrasound images. We utilize an unsupervised neural network called an autoencoder which works by compressing its input into a latent-space...