Machine learning approaches in medical image analysis: from detection to diagnosis
Publikation: Bidrag til tidsskrift › Leder › fagfællebedømt
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.
Originalsprog | Engelsk |
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Tidsskrift | Medical Image Analysis |
Vol/bind | 33 |
Sider (fra-til) | 94-97 |
Antal sider | 4 |
ISSN | 1361-8415 |
DOI | |
Status | Udgivet - 2016 |
ID: 167098898