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Editorial
. 2016 Oct:33:94-97.
doi: 10.1016/j.media.2016.06.032. Epub 2016 Jun 23.

Machine learning approaches in medical image analysis: From detection to diagnosis

Marleen de Bruijne  1
Affiliations
Editorial

Machine learning approaches in medical image analysis: From detection to diagnosis

Marleen de Bruijne. Med Image Anal. 2016 Oct.

Abstract

Machine learning approaches are increasingly successful in image-based diagnosis, disease prognosis, and risk assessment. This paper highlights new research directions and discusses three main challenges related to machine learning in medical imaging: coping with variation in imaging protocols, learning from weak labels, and interpretation and evaluation of results.

Keywords: Classification; Computer aided diagnosis; Machine learning; Transfer learning.

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