An anomaly detection approach to identify chronic brain infarcts on MRI

Abstract The performance of current machine learning methods to detect heterogeneous pathology is limited by the quantity and quality of pathology in medical images. A possible solution is anomaly detection; an approach that can detect all abnormalities by learning how ‘normal’ tissue looks like. In...

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Bibliographic Details
Main Authors: Kees M. van Hespen, Jaco J. M. Zwanenburg, Jan W. Dankbaar, Mirjam I. Geerlings, Jeroen Hendrikse, Hugo J. Kuijf
Format: Article
Language:English
Published: Nature Publishing Group 2021-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-87013-4