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

Publikation: Bidrag til tidsskriftLederfagfællebedømt

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.

OriginalsprogEngelsk
TidsskriftMedical Image Analysis
Vol/bind33
Sider (fra-til)94-97
Antal sider4
ISSN1361-8415
DOI
StatusUdgivet - 2016

ID: 167098898