Considerations in the assessment of machine learning algorithm performance for medical imaging

Author:

Gossmann AlexejORCID,Sahiner Berkman,Samala Ravi K.,Wen Si,Cha Kenny H.,Petrick Nicholas

Publisher

Elsevier

Reference103 articles.

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3. Deep learning in medical imaging and radiation therapy;Sahiner;Medical Physics,2019

4. Machine learning testing: survey, landscapes and horizons;Zhang;IEEE Transactions on Software Engineering,2020

5. Clinical performance assessment: considerations for computer-assisted detection devices applied to radiology images and radiology device data in premarket notification [510(k)] submissions - guidance for industry and food and drug administration staff;U.S. Food and Drug Administration,2020

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