Graph Theory and GNNs to Unravel the Topographical Organization of Brain Lesions in Variants of Alzheimer's Disease Progression.
Leopold Hebert-StevensGabriel JimenezBenoit DelatourLev StimmerDaniel RacoceanuPublished in: CoRR (2024)
Keyphrases
- graph theory
- disease progression
- multiple sclerosis
- computer aided diagnosis
- breast cancer
- cross sectional
- clinical trials
- prostate cancer
- magnetic resonance images
- graph theoretical
- social network analysis
- mathematical modeling
- computer aided
- blood vessels
- medical images
- information processing
- early diagnosis
- graph based representations
- experimental design
- medical imaging
- logistic regression
- image analysis
- ct scans
- high throughput
- combinatorial optimization
- pulmonary nodules
- image data
- expert systems
- decision making
- genetic algorithm