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An anomaly detection approach to identify chronic brain infarcts on MRI

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 this wor...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: van Hespen, Kees M., Zwanenburg, Jaco J. M., Dankbaar, Jan W., Geerlings, Mirjam I., Hendrikse, Jeroen, Kuijf, Hugo J.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8032662/
https://ncbi.nlm.nih.gov/pubmed/33833297
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-87013-4
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