Constructing personalized characterizations of structural brain aberrations in patients with dementia using explainable artificial intelligence.
Esten H. LeonardsenKarin PerssonEdvard GrødemNicola DinsdaleTill SchellhornJames M. RoeDídac Vidal-PiñeiroØystein SørensenTobias KaufmannEric WestmanAndre F. MarquandGeir SelbækOle A. AndreassenThomas WolfersLars T. WestlyeYunpeng WangPublished in: npj Digit. Medicine (2024)
Keyphrases
- artificial intelligence
- neurodegenerative diseases
- healthy controls
- computational neuroscience
- physiological parameters
- traumatic brain injury
- neurological disorders
- diagnostic tool
- structural information
- early diagnosis
- normal controls
- normal subjects
- natural intelligence
- mild cognitive impairment
- computer science
- intelligent systems
- cognitive neuroscience
- medical data
- brain images
- disease progression
- clinical data
- caudate nucleus
- deep brain stimulation
- brain tissue
- human intelligence
- human brain
- cognitive science
- knowledge representation
- e learning
- multiple sclerosis
- activities of daily living
- patient data
- magnetic resonance images
- user profiles
- brain connectivity
- spect images
- older adults
- subcortical structures
- computational intelligence
- resting state fmri
- expert systems
- amyotrophic lateral sclerosis