Research Interests:
- Deep Learning for Multimodal Medical Data Analysis
- Mechanism-Aware AI for Computational Biology
- Integration of Deep Learning and Mechanistic Modeling
- Noise Robustness in Deep Learning
Background
- BSc in Economics
- MSc in Data Science
- PhD Student in Artificial Intelligence for Multimodal Medical Data Analysis
Short Bio
Giuseppe Todisco is a PhD student at the University of Salerno and a member of the NeuRoNeLab research group since 2025. His research revolves around noise robustness methods for neural networks, and integrating deep learning with mechanism-aware and metabolic modelling approaches for computational systems biology, including applications in cancer modelling, multi-modal data integration, survival analysis, and genome-scale metabolic models.