Machine Learning-Based Ultrasound Texture Analysis in Differentiation of Benign Phyllodes Tumors from Borderline-Malignant Phyllodes Tumors.

Isil Basara AkinHakan Abdullah OzgulCanan Altay Merih Guray Durak Suleyman Ozkan AksoyAli Ibrahim SevincMustafa Secil Hakan Gulmez Pinar Balci

Published in: Ultraschall in der Medizin (Stuttgart, Germany : 1980) (2021)

In PTs, US is the main diagnostic method. Adding machine learning-based TAUI to conventional US findings can provide optimal diagnosis, thereby helping to choose the correct surgical method. Consequently, decreased local recurrence rates can be achieved.

Keyphrases

machine learning
artificial intelligence
magnetic resonance imaging
big data
deep learning
computed tomography
contrast enhanced
data analysis