Multi-magnification-based machine learning as an ancillary tool for the pathologic assessment of shaved margins for breast carcinoma lumpectomy specimens
Timothy M. D’Alfonso, David Joon Ho, Matthew G. Hanna, Anne Grabenstetter, Dig Vijay Kumar Yarlagadda, Luke Geneslaw, Peter Ntiamoah, Thomas J. Fuchs, Lee K. Tan
Topics & Concepts
LumpectomyMagnificationMargin (machine learning)MedicineSurgical marginDuctal carcinomaCarcinomaConvolutional neural networkBreast carcinomaRadiologyPathologyArtificial intelligenceMachine learningMastectomyBreast cancerComputer scienceCancerInternal medicineAI in cancer detectionRadiomics and Machine Learning in Medical ImagingBreast Cancer Treatment Studies