Applied research doctoral scholarships: 18 scholarships for innovative PhDs
The projects
• Development of artificial intelligence models for degenerative diseases of the nervous system
Development of artificial intelligence models for degenerative diseases of the nervous system
Affiliated company: FERB – Fondazione Europea Ricerca Biomedica Supervisor: Prof. Mattia Cattaneo, University of Bergamo
The proposed project aims to develop advanced artificial intelligence models to address the challenges posed by degenerative neurological disorders, including Alzheimer’s, Parkinson’s, and dementia, which represent a growing global health concern with significant impacts on patients’ quality of life and healthcare systems.
The project leverage healthcare management science approaches to study and implement new digital solutions to improve patients’ quality of life. This includes the development and integration of machine learning and deep learning techniques into advanced digital platforms for monitoring and managing patients’ conditions outside healthcare facilities.
This integration aims to create innovative solutions for continuous and personalized monitoring, using predictive and prescriptive models to optimize healthcare resources.
Specifically, the project focuses on the collection, organization, and analysis of complex data to identify nonlinear patterns linking biology, disease, humans, and the environment.
Through an interdisciplinary approach combining expertise in neuroscience, biology, computer science, and engineering, the goal is to develop innovative solutions capable of making a significant impact on public health and medical research.