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Imbalanced binary classification is a common issue in serious contexts when rare events have practical effects. Traditional cost-sensitive strategies improve minority identification, but they frequent...
binary classification
imbalanced dataset
cost sensitivity
features selection
mathematical programming
Importance: Adoption of FDA-cleared AI/ML-enabled devices is rising, led by Radiology, and FDA is adapting to a newer framework of Predetermined Change Control Plan (PCCP) to enable controlled post-ma...
Artificial Intelligence
Radiology
Predetermined Change Control Plan (PCCP)
Post-Market Surveillance
Software as a Medical Device (SaMD)
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