Causal machine learning (CML) has experienced increasing popularity in healthcare.
Beyond the inherent capabilities of adding domain knowledge into learning systems, CML …

Mild cognitive impairment is a syndrome defined as cognitive decline greater than expected
for an individual's age and education level but that does not interfere notably with activities …

Mild cognitive impairment (MCI) is the prodromal stage of Alzheimer's disease (AD).
Identifying MCI subjects who are at high risk of converting to AD is crucial for effective …

Defining reference models for population variation, and the ability to study individual
deviations is essential for understanding inter-individual variability and its relation to the …

Recently, several high dimensional classification methods have been proposed to
automatically discriminate between patients with Alzheimer's disease (AD) or mild cognitive …

Alzheimer's disease (AD) is associated with neurodegeneration in vulnerable limbic and
heteromodal regions of the cerebral cortex, detectable in vivo using magnetic resonance …

Semantic dementia is a progressive neurodegenerative condition characterized by the
profound and amodal loss of semantic memory in the context of relatively preserved …

With the increasing life expectancy in developed countries, the incidence of Alzheimer's
disease (AD) and thus its socioeconomic impact are growing. Increasing knowledge over …

Magnetic resonance imaging (MRI) patterns were examined together with cerebrospinal
fluid (CSF) biomarkers in serial scans of Alzheimer's Disease Neuroimaging Initiative (ADNI) …

Though mild cognitive impairment is an intermediate clinical state between healthy aging
and Alzheimer's disease (AD), there are very few whole-brain voxel-wise diffusion MRI …