How does deep learning/ machine learning perform in comparison to radiologists in distinguishing Glioblastomas (or grade IV Astrocytomas) from Primary CNS Lymphomas?: A meta-analysis and systematic review

Several studies have been published comparing deep learning (DL)/machine learning (ML) to radiologists in differentiating PCNSLs from GBMs with equivocal results. We aimed to perform this meta-analysis to evaluate the diagnostic accuracy of ML/DL versus radiologists in classifying PCNSL versus GBM using MRI.

Source: Clinical Radiology - March 19, 2024 Category: Radiology Authors: Amrita Guha, Soutik Halder, Shubham H. Shinde, Jitendra Gawde, Satish Munnolli, Sanjay Talole, Jayant S. Goda Source Type: research