The Role of Geometry in Convolutional Neural Networks for Medical Imaging

The Role of Geometry in Convolutional Neural Networks for Medical Imaging

Convolutional neural networks (CNNs) have played an important role in medical imaging—from diagnostics to research to data integration. This has allowed clinicians to plan operations, diagnose patients earlier, and study rare diseases in more detail. However, data quality, quantity, and imbalance al...

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Bibliographic Details
Main Authors: Yashbir Singh, M.Tech, PhD, Colleen Farrelly, MS, Quincy A. Hathaway, MD, PhD, Ashok Choudhary, PhD, Gunnar Carlsson, PhD, Bradley Erickson, MD, PhD, Tim Leiner, MD, PhD
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Mayo Clinic Proceedings: Digital Health
Online Access:http://www.sciencedirect.com/science/article/pii/S2949761223000743

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http://www.sciencedirect.com/science/article/pii/S2949761223000743

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