Multimodal in vivo staging in amyotrophic lateral sclerosis using artificial intelligence.

Anna BehlerHans-Peter MüllerKelly Del TrediciHeiko BraakAlbert C LudolphDorothée LuléJan Kassubek

Published in: Annals of clinical and translational neurology (2022)

In a multimodal dataset of technical assessments of brain structure and function in ALS, an artificial intelligence-based cluster analysis showed high congruence of DTI, executive oculomotor function, and neuropsychological performance for mapping in vivo correlates of neuropathological spreading.

Keyphrases

artificial intelligence
machine learning
big data
deep learning
white matter
pain management
lymph node
high resolution
resting state
mild cognitive impairment
pet ct
multiple sclerosis
amyotrophic lateral sclerosis
functional connectivity
chronic pain
mass spectrometry