Decoding diagnosis and lifetime consumption in alcohol dependence from grey-matter pattern information.

Matthias GuggenmosM ScheelM SekutowiczM GarbusowM SeboldC SommerK CharletA BeckH-U WittchenU S ZimmermannM N SmolkaA HeinzP SterzerK Schmack

Published in: Acta psychiatrica Scandinavica (2018)

Computer-based models applied to whole-brain grey-matter predicted diagnosis and lifetime consumption in AD with good accuracy. Computer-based classification may be particularly suited as a screening tool with high sensitivity.

Keyphrases

white matter
deep learning
multiple sclerosis
resting state
healthcare
health information
functional connectivity
cerebral ischemia
alcohol consumption