Machine learning can reliably predict malignancy of breast lesions based on clinical and ultrasonographic features.

I P C BuzattoS A RecifeL MiguelR M BoniniN OnariA L P A FaimL SilvestreD P CarlottiA FröhlichDaniel Guimarães Tiezzi

Published in: Breast cancer research and treatment (2024)

Machine learning can help physicians predict malignancy in suspicious breast lesions identified by the US. Our final model would be able to avoid 60.4% of the biopsies in benign lesions missing less than 1% of the cancer cases.

Keyphrases

machine learning
artificial intelligence
primary care
papillary thyroid
big data
deep learning
young adults
lymph node metastasis
ultrasound guided
fine needle aspiration
childhood cancer