Bayesian workflow for the investigation of hierarchical classification models from tau-PET and structural MRI data across the Alzheimer’s disease spectrum

Bayesian workflow for the investigation of hierarchical classification models from tau-PET and structural MRI data across the Alzheimer’s disease spectrum

BackgroundAlzheimer’s disease (AD) diagnosis in its early stages remains difficult with current diagnostic approaches. Though tau neurofibrillary tangles (NFTs) generally follow the stereotypical pattern described by the Braak staging scheme, the network degeneration hypothesis (NDH) has suggested t...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Clyde J. Belasso, Zhengchen Cai, Gleb Bezgin, Tharick Pascoal, Jenna Stevenson, Nesrine Rahmouni, Cécile Tissot, Firoza Lussier, Pedro Rosa-Neto, Jean-Paul Soucy, Hassan Rivaz, Habib Benali
Μορφή: Άρθρο
Γλώσσα:English
Έκδοση: Frontiers Media S.A. 2023-10-01
Σειρά:Frontiers in Aging Neuroscience
Θέματα:
Alzheimer’s disease
Bayesian workflow
classification
hierarchical modeling
tau-positron emission tomography (PET)
magnetic resonance imaging (MRI)
Διαθέσιμο Online:https://www.frontiersin.org/articles/10.3389/fnagi.2023.1225816/full

Διαδίκτυο

https://www.frontiersin.org/articles/10.3389/fnagi.2023.1225816/full

Παρόμοια τεκμήρια