Diagnostic value of radiomics and machine learning with dynamic contrast-enhanced magnetic resonance imaging for patients with atypical ductal hyperplasia in predicting malignant upgrade.

Roberto Lo GulloKerri VincentiCarolina Rossi SaccarelliPeter GibbsMichael J FoxIsaac DaimielDanny F MartinezMaxine S JochelsonElizabeth A MorrisJeffrey S ReinerPinker Katja

Published in: Breast cancer research and treatment (2021)

Radiomics analysis coupled with machine learning did not predict upgrade status of ADH. The only significant result from this analysis is between the number of specimens sampled during biopsy procedure and upgrade status at surgery.

Keyphrases

machine learning
magnetic resonance imaging
minimally invasive
artificial intelligence
coronary artery bypass
coronary artery disease
ultrasound guided
data analysis
surgical site infection