Classification of brain lesions using a machine learning approach with cross-sectional ADC value dynamics

Classification of brain lesions using a machine learning approach with cross-sectional ADC value dynamics

Abstract Diffusion-weighted imaging (DWI) and its numerical expression via apparent diffusion coefficient (ADC) values are commonly utilized in non-invasive assessment of various brain pathologies. Although numerous studies have confirmed that ADC values could be pathognomic for various ring-enhanci...

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Bibliographic Details
Main Authors: Peter Solar, Hana Valekova, Petr Marcon, Jan Mikulka, Martin Barak, Michal Hendrych, Matyas Stransky, Katerina Siruckova, Martin Kostial, Klara Holikova, Jindrich Brychta, Radim Jancalek
Format: Article
Language:English
Published: Nature Portfolio 2023-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-38542-7

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https://doi.org/10.1038/s41598-023-38542-7

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