[HTML][HTML] Machine learning in amyotrophic lateral sclerosis: achievements, pitfalls, and future directions
V Grollemund, PF Pradat, G Querin, F Delbot… - Frontiers in …, 2019 - frontiersin.org
Background: Amyotrophic Lateral Sclerosis (ALS) is a relentlessly progressive
neurodegenerative condition with limited therapeutic options at present. Survival from …
neurodegenerative condition with limited therapeutic options at present. Survival from …
Primary lateral sclerosis: a distinct entity or part of the ALS spectrum?
E Finegan, RH Chipika, SLH Shing… - … Lateral Sclerosis and …, 2019 - Taylor & Francis
Primary lateral sclerosis (PLS) has been traditionally viewed as a distinct upper motor
neuron condition (UMN) but is increasingly regarded as a sub-phenotype within the …
neuron condition (UMN) but is increasingly regarded as a sub-phenotype within the …
Patterned functional network disruption in amyotrophic lateral sclerosis
Amyotrophic lateral sclerosis (ALS) is a progressive neurodegenerative disease primarily
affecting motor function, with additional evidence of extensive nonmotor involvement …
affecting motor function, with additional evidence of extensive nonmotor involvement …
Adaptive functional reorganization in amyotrophic lateral sclerosis: coexisting degenerative and compensatory changes
M Abidi, G de Marco, A Couillandre… - European Journal of …, 2020 - Wiley Online Library
Background and purpose Considerable functional reorganization takes place in
amyotrophic lateral sclerosis (ALS) in face of relentless structural degeneration. This study …
amyotrophic lateral sclerosis (ALS) in face of relentless structural degeneration. This study …
Development and validation of a 1-year survival prognosis estimation model for Amyotrophic Lateral Sclerosis using manifold learning algorithm UMAP
Abstract Amyotrophic Lateral Sclerosis (ALS) is an inexorably progressive
neurodegenerative condition with no effective disease modifying therapies. The …
neurodegenerative condition with no effective disease modifying therapies. The …
Phenotypic categorisation of individual subjects with motor neuron disease based on radiological disease burden patterns: A machine-learning approach
Motor neuron disease is an umbrella term encompassing a multitude of clinically
heterogeneous phenotypes. The early and accurate categorisation of patients is hugely …
heterogeneous phenotypes. The early and accurate categorisation of patients is hugely …
Pathological neural networks and artificial neural networks in ALS: diagnostic classification based on pathognomonic neuroimaging features
P Bede, A Murad, O Hardiman - Journal of neurology, 2021 - Springer
The description of group-level, genotype-and phenotype-associated imaging traits is
academically important, but the practical demands of clinical neurology centre on the …
academically important, but the practical demands of clinical neurology centre on the …
Connectivity-based characterisation of subcortical grey matter pathology in frontotemporal dementia and ALS: a multimodal neuroimaging study
Frontotemporal dementia (FTD) phenotypes have distinctive and well-established cortical
signatures, but their subcortical grey matter profiles are poorly characterised. The …
signatures, but their subcortical grey matter profiles are poorly characterised. The …
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 …
Longitudinal structural changes in ALS: a three time-point imaging study of white and gray matter degeneration
P Bede, O Hardiman - Amyotrophic Lateral Sclerosis and …, 2018 - Taylor & Francis
Background: Cross-sectional imaging studies offer valuable pathological insights into the
neurodegenerative changes of amyotrophic lateral sclerosis. However, clinical trials urgently …
neurodegenerative changes of amyotrophic lateral sclerosis. However, clinical trials urgently …