[HTML][HTML] Multiparametric microstructural MRI and machine learning classification yields high diagnostic accuracy in amyotrophic lateral sclerosis: proof of concept
The potential of multiparametric quantitative neuroimaging has been extensively discussed
as a diagnostic tool in amyotrophic lateral sclerosis (ALS). In the past, the integration of …
as a diagnostic tool in amyotrophic lateral sclerosis (ALS). In the past, the integration of …
[HTML][HTML] The two-year progression of structural and functional cerebral MRI in amyotrophic lateral sclerosis
MRI has emerged as one of several urgently needed candidate disease progression
biomarkers for the neurodegenerative disorder amyotrophic lateral sclerosis (ALS), not least …
biomarkers for the neurodegenerative disorder amyotrophic lateral sclerosis (ALS), not least …
Diffusion tensor imaging in amyotrophic lateral sclerosis: machine learning for biomarker development
Diffusion tensor imaging (DTI) allows the in vivo imaging of pathological white matter
alterations, either with unbiased voxel-wise or hypothesis-guided tract-based analysis …
alterations, either with unbiased voxel-wise or hypothesis-guided tract-based analysis …
Widespread grey matter pathology dominates the longitudinal cerebral MRI and clinical landscape of amyotrophic lateral sclerosis
RAL Menke, S Körner, N Filippini, G Douaud, S Knight… - Brain, 2014 - academic.oup.com
Diagnosis, stratification and monitoring of disease progression in amyotrophic lateral
sclerosis currently rely on clinical history and examination. The phenotypic heterogeneity of …
sclerosis currently rely on clinical history and examination. The phenotypic heterogeneity of …
Quantitative brain MRI metrics distinguish four different ALS phenotypes: a machine learning based study
V Rajagopalan, KG Chaitanya, EP Pioro - Diagnostics, 2023 - mdpi.com
Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease whose diagnosis
depends on the presence of combined lower motor neuron (LMN) and upper motor neuron …
depends on the presence of combined lower motor neuron (LMN) and upper motor neuron …
Texture analysis to detect cerebral degeneration in amyotrophic lateral sclerosis
BackgroundEvidence of cerebral degeneration is not apparent on routine brain MRI in
amyotrophic lateral sclerosis (ALS). Texture analysis can detect change in images based on …
amyotrophic lateral sclerosis (ALS). Texture analysis can detect change in images based on …
Feature selection from magnetic resonance imaging data in ALS: a systematic review
TD Kocar, HP Müller, AC Ludolph… - … advances in chronic …, 2021 - journals.sagepub.com
Background: With the advances in neuroimaging in amyotrophic lateral sclerosis (ALS), it
has been speculated that multiparametric magnetic resonance imaging (MRI) is capable to …
has been speculated that multiparametric magnetic resonance imaging (MRI) is capable to …
Development of an automated MRI-based diagnostic protocol for amyotrophic lateral sclerosis using disease-specific pathognomonic features: a quantitative disease …
C Schuster, O Hardiman, P Bede - PLoS One, 2016 - journals.plos.org
Background Despite significant advances in quantitative neuroimaging, the diagnosis of
ALS remains clinical and MRI-based biomarkers are not currently used to aid the diagnosis …
ALS remains clinical and MRI-based biomarkers are not currently used to aid the diagnosis …
Advanced neuroimaging approaches in amyotrophic lateral sclerosis: refining the clinical diagnosis
J Kassubek, HP Müller - Expert review of neurotherapeutics, 2020 - Taylor & Francis
Introduction: In the last decade, multiparametric magnetic resonance imaging (MRI) has
achieved tremendous advances in applications to amyotrophic lateral sclerosis (ALS) to …
achieved tremendous advances in applications to amyotrophic lateral sclerosis (ALS) to …
Clinical profiles and patterns of neurodegeneration in amyotrophic lateral sclerosis: a cluster-based approach based on MR imaging metrics
G Milella, A Introna, DM Mezzapesa… - American Journal …, 2023 - Am Soc Neuroradiology
BACKGROUND AND PURPOSE: The previous studies described phenotype-associated
imaging findings in amyotrophic lateral sclerosis (ALS) with a prior categorization of patients …
imaging findings in amyotrophic lateral sclerosis (ALS) with a prior categorization of patients …