[HTML][HTML] Transfer learning in breast cancer diagnoses via ultrasound imaging

G Ayana, K Dese, S Choe - Cancers, 2021 - mdpi.com
Simple Summary Transfer learning plays a major role in medical image analyses; however,
obtaining adequate training image datasets for machine learning algorithms can be …

Can follow-up be avoided for probably benign US masses with no enhancement on MRI?

D Avendano, MA Marino, N Onishi, D Leithner… - European …, 2021 - Springer
Objectives To assess whether no enhancement on pre-treatment MRI can rule out
malignancy of additional US mass (es) initially assessed as BI-RADS 3 or 4 in women with …

[PDF][PDF] Transfer Learning in Breast Cancer Diagnoses via Ultrasound Imaging. Cancers 2021, 13, 738

G Ayana, K Dese, S Choe - 2021 - academia.edu
Transfer learning is a machine learning approach that reuses a learning method developed
for a task as the starting point for a model on a target task. The goal of transfer learning is to …