Shape-based disease grading via functional maps and graph convolutional networks with application to Alzheimer’s disease - Mayer, Julius; Baum, Daniel; Ambellan, Felix; von Tycowicz, Christoph (BMC medical imaging, 2024)
Keywords: Aged; Alzheimer Disease - diagnostic imaging; Alzheimer's disease; Artificial neural networks; Classification; Computer-aided diagnosis; Concept learning; Deep Learning; Disease control; Geometric deep learning; Geometry; Humans; Image Interpretation, Computer-Assisted - methods; Imaging; Machine learning; Magnetic Resonance Imaging - methods; Mathematical functions; Medical imaging; Medicine; Medicine & Public Health; Neural networks; Neural Networks, Computer; Neurodegenerative diseases; Performance evaluation; Radiology; Shape analysis; Geometric deep learning; Shape analysis; Alzheimer’s disease; Computer-aided diagnosis