Deep Learning–Based Computer-Aided Diagnosis for Breast Lesion Classification on Ultrasound: A Prospective Multicenter Study of Radiologists Without Breast Ultrasound Expertise
Ping He, Wen Chen, Mingyu Bai, Jun Li, Qingqing Wang, Lihong Fan, Jian Zheng, Chuntao Liu, Xiaorong Zhang, Xi-Rong Yuan, Pengjie Song, Ligang Cui
Abstract
BACKGROUND. Computer-aided diagnosis (CAD) systems for breast ultrasound interpretation have been primarily evaluated at tertiary and/or urban medical centers by radiologists with breast ultrasound expertise.
Topics & Concepts
MedicineBreast ultrasoundRadiologyBreast imagingUltrasoundSubspecialtyBI-RADSProspective cohort studyBiopsyBreast diseaseFibroadenomaMammographyBreast cancerSurgeryPathologyInternal medicineCancerAI in cancer detectionGlobal Cancer Incidence and ScreeningBreast Lesions and Carcinomas