Differentiation of lung and breast cancer brain metastases: Comparison of texture analysis and deep convolutional neural networks

CONCLUSION: CNNs achieved superior diagnostic performance in differentiating brain metastases from lung and breast malignancies than texture-based image features. Differentiation using 3D volumes as input exhibited a higher success rate than 2D sagittal images.PMID:37688435 | DOI:10.1002/jcu.23558

Source: Clinical Breast Cancer - September 9, 2023 Category: Cancer & Oncology Authors: 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 Source Type: research