A Bayesian network combiner for multimodal handwriting analysis in Alzheimer’s disease detection

• Published in: Pattern recognition letters Vol. 190; pp. 177 - 184
• Main Authors: Nardone, Emanuele, D’Alessandro, Tiziana, De Stefano, Claudio, Fontanella, Francesco, Scotto di Freca, Alessandra
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.04.2025
• Subjects: Bayesian networks; Classifier combination; Cognitive impairments; Medical expert systems; Multimodal handwriting analysis; Cognitive impairments; Multimodal handwriting analysis; Classifier combination; Medical expert systems; Bayesian networks

Alzheimer’s disease, recognized as the most widespread neurodegenerative disorder worldwide, strongly affects the cognitive ability of patients. The cognitive impairments range from mild to severe and are a risk factor for Alzheimer’s disease. They have profound implications for individuals, even as...