Diffusion tensor imaging in amyotrophic lateral sclerosis: machine learning for biomarker development

A Behler, HP Müller, AC Ludolph… - International journal of …, 2023 - mdpi.com
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 …

Use of diffusion spectrum imaging in preliminary longitudinal evaluation of amyotrophic lateral sclerosis: development of an imaging biomarker

K Abhinav, FC Yeh, A El-Dokla, LM Ferrando… - Frontiers in human …, 2014 - frontiersin.org
Previous diffusion tensor imaging (DTI) studies have shown white matter pathology in
amyotrophic lateral sclerosis (ALS), predominantly in the motor pathways. Further these …

Longitudinal diffusion tensor imaging-based assessment of tract alterations: an application to amyotrophic lateral sclerosis

D Baldaranov, A Khomenko, I Kobor… - Frontiers in human …, 2017 - frontiersin.org
Objective: The potential of magnetic resonance imaging (MRI) as a technical biomarker for
cerebral microstructural alterations in neurodegenerative diseases is under investigation. In …

Usefulness of diffusion tensor imaging findings as biomarkers for amyotrophic lateral sclerosis

SH Baek, J Park, YH Kim, HY Seok, KW Oh, HJ Kim… - Scientific reports, 2020 - nature.com
Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease. However, no reliable
biomarkers have been identified to represent the clinical status. This study aimed to …

Ex post facto assessment of diffusion tensor imaging metrics from different MRI protocols: preparing for multicentre studies in ALS

J Rosskopf, HP Mueller, J Dreyhaupt… - … Lateral Sclerosis and …, 2015 - Taylor & Francis
Diffusion tensor imaging (DTI) for assessing ALS-associated white matter alterations has still
not reached the level of a neuroimaging biomarker. Since large-scale multicentre DTI …

A large-scale multicentre cerebral diffusion tensor imaging study in amyotrophic lateral sclerosis

HP Müller, MR Turner, J Grosskreutz… - Journal of Neurology …, 2016 - jnnp.bmj.com
Objective Damage to the cerebral tissue structural connectivity associated with amyotrophic
lateral sclerosis (ALS), which extends beyond the motor pathways, can be visualised by …

Linear associations between clinically assessed upper motor neuron disease and diffusion tensor imaging metrics in amyotrophic lateral sclerosis

JH Woo, S Wang, ER Melhem, JC Gee, A Cucchiara… - PloS one, 2014 - journals.plos.org
Objective To assess the relationship between clinically assessed Upper Motor Neuron
(UMN) disease in Amyotrophic Lateral Sclerosis (ALS) and local diffusion alterations …

[HTML][HTML] Altered white matter microarchitecture in amyotrophic lateral sclerosis: a voxel-based meta-analysis of diffusion tensor imaging

F Zhang, G Chen, M He, J Dai, H Shang, Q Gong… - NeuroImage: Clinical, 2018 - Elsevier
Background The results of recent diffusion tensor imaging (DTI) studies on amyotrophic
lateral sclerosis (ALS) are inconclusive and controversial. We performed a voxel-based …

Multiparametric microstructural MRI and machine learning classification yields high diagnostic accuracy in amyotrophic lateral sclerosis: proof of concept

TD Kocar, A Behler, AC Ludolph, HP Müller… - Frontiers in …, 2021 - frontiersin.org
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 …

Longitudinal diffusion tensor imaging in amyotrophic lateral sclerosis

C Keil, T Prell, T Peschel, V Hartung, R Dengler… - BMC neuroscience, 2012 - Springer
Background Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disorder,
caused by progressive loss of motor neurons. Changes are widespread in the subcortical …