Radiomics analysis of T1WI and T2WI magnetic resonance images to differentiate between IgG4-related ophthalmic disease and orbital MALT lymphoma

Radiomics analysis of T1WI and T2WI magnetic resonance images to differentiate between IgG4-related ophthalmic disease and orbital MALT lymphoma

Abstract Background Preoperative differentiation between IgG4-related orbital disease (IgG4-ROD) and orbital mucosa-associated lymphoid tissue (MALT) lymphoma has a significant impact on clinical decision-making. Our research aims to construct and evaluate a magnetic resonance imaging (MRI)-based ra...

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Bibliographic Details
Main Authors: Yuchao Shao, Yuqing Chen, Sainan Chen, Ruili Wei
Format: Article
Language:English
Published: BMC 2023-06-01
Series:BMC Ophthalmology
Subjects:
Machine learning
IgG4-ROD
Orbital MALT lymphoma
SVM
Online Access:https://doi.org/10.1186/s12886-023-03036-7

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