Machine learning approaches in medical image analysis: From detection to diagnosis.
editorial · Level V
Where this comes from
- Record sourced from PubMed, PMID 27481324.
- Also identified by DOI 10.1016/j.media.2016.06.032.
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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.
Medical subject headings
- Diagnosis, Computer-Assisted
- Diagnostic Imaging
- Machine Learning