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Neuro

Automated quantification and localization of white matter hyperintensities in FLAIR MRI to support disease risk stratification and longitudinal assessment

ECR: Poster Presentation
Moeskops et al. 2026

 

White matter hyperintensities (WMHs) are clinically actionable imaging markers of several neurological conditions, including cognitive impairment and multiple sclerosis (MS). Manual segmentation of WMHs on Fluid-Attenuated Inversion Recovery (FLAIR) MRI is time-consuming and impractical for routine clinical practice, limiting consistent use in risk stratification and longitudinal assessment. This study evaluates an AI algorithm for automated quantification and localization by identifying, segmenting, and labelling anatomical location of WMHs.

Artificial Intelligence for Neuroimaging and Musculoskeletal Radiology: Overview of Current Commercial Algorithms

SEMINARS IN ROENTGENOLOGY, 2023
Elisa R. Berson, Mariam S. Aboian, Ajay Malhotra, Seyedmehdi Payabvash

Combining semi‑quantitative rating and automated brain volumetry in MRI evaluation of patients with probable behavioural variant of frontotemporal dementia: an added value for clinical practise?

DIAGNOSTIC NEURORADIOLOGY, 2023
Sonia Francesca Calloni, Paolo Quintiliano Vezzulli, Antonella Castellano, Riccardo Leone, Silvia Basaia, Almar von Loon, Edoardo Gioele Spinelli, Giuseppe Magnani, Francesca Caso, Federica Agosta, Massimo Filippi & Andrea Falini