Deep Learning Pre-training Strategy for Mammogram Image Classification: an Evaluation Study
Kadie Clancy, Sarah Aboutalib, Aly A. Mohamed, Jules H. Sumkin, Shandong Wu
Topics & Concepts
Artificial intelligenceComputer scienceConvolutional neural networkDeep learningBinary classificationReceiver operating characteristicMammographyTransfer of learningPattern recognition (psychology)Machine learningModality (human–computer interaction)Metric (unit)Breast cancerMedicineCancerSupport vector machineOperations managementInternal medicineEconomicsAI in cancer detectionRadiomics and Machine Learning in Medical ImagingColorectal Cancer Screening and Detection