Mehmet Ali Gultekin, Abdusselim Adil Peker, Ayse Betul Oktay, Haci Mehmet Turk, Dilek Hacer Cesme, Abdallah T M Shbair, Temel Fatih Yilmaz, Ahmet Kaya, Ayse Irem Yasin, Mesut Seker, Alpaslan Mayadagli, Alpay Alkan
PURPOSE: Metastases are the most common neoplasm in the adult brain. In order to initiate the treatment, an extensive diagnostic workup is usually required. Radiomics is a discipline aimed at transforming visual data in radiological images into reliable diagnostic information. We aimed to examine the capability of deep learning methods to classify the origin of metastatic lesions in brain MRIs and compare the deep Convolutional Neural Network (CNN) methods with image texture based features...
September 9, 2023: Journal of Clinical Ultrasound: JCU