Classifying primary central nervous system lymphoma from glioblastoma using deep learning and radiomics based machine learning approach - a systematic review and meta-analysis

• Published in: Frontiers in oncology Vol. 12; p. 884173
• Main Authors: Guha, Amrita, Goda, Jayant S., Dasgupta, Archya, Mahajan, Abhishek, Halder, Soutik, Gawde, Jeetendra, Talole, Sanjay
• Format: Journal Article
• Language: English
• Published: Frontiers Media S.A 03.10.2022
• Subjects: deep learning; glioblastoma; machine learning; magnetic resonance imaging; Oncology; predictive analytics; primary central nervous system (CNS) lymphoma

Glioblastoma (GBM) and primary central nervous system lymphoma (PCNSL) are common in elderly yet difficult to differentiate on MRI. Their management and prognosis are quite different. Recent surge of interest in predictive analytics, using machine learning (ML) from radiomic features and deep learni...