Location: LARGO BRUNO PONTECORVO, 3, 56127 PISA
Email: marco.podda@unipi.it
Profile
Teaching
Teaching activity
Teaching responsibility for modules/courses
- Informatica (modulo dell'insegnamento scienze comportamentali e metodologia scientifica cod. 002fa) per Laurea Magistrale Ciclo Unico 6 anni in Odontoiatria e protesi dentaria
Incarichi di co-docenza in moduli/insegnamenti
- Artificial Intelligence For Digital Health (Cod. 0005A) per Laurea Magistrale in Informatics for digital health
Research
Publications
- Sensitivity analysis on protein-protein interaction networks through deep graph networks (Dipalma, Alessandro; Fontanesi, Michele; Micheli, Alessio; Milazzo, Paolo; Podda, Marco - 2025 - 1.1 Articolo in rivista)
- Classifier-Free Graph Diffusion for Molecular Property Targeting (Ninniri, Matteo; Podda, Marco; Bacciu, Davide - 2024 - 4.1 Contributo in Atti di convegno)
- Classification of Neisseria meningitidis genomes with a bag-of-words approach and machine learning (Podda, Marco; Bonechi, Simone; Palladino, Andrea; Scaramuzzino, Mattia; Brozzi, Alessandro; Roma, Guglielmo; Muzzi, Alessandro; Priami, Corrado; Sirbu, Alina; Bodini, Margherita - 2024 - 1.1 Articolo in rivista)
- Exploiting the structure of biochemical pathways to investigate dynamical properties with neural networks for graphs (Fontanesi, Michele; Micheli, Alessio; Milazzo, Paolo; Podda, Marco - 2023 - 1.1 Articolo in rivista)
- Deep Graph Networks for Drug Repurposing with Multi-Protein Targets (Bacciu, Davide; Errica, Federico; Gravina, Alessio; Madeddu, Lorenzo; Podda, Marco; Stilo, Giovanni - 2023 - 1.1 Articolo in rivista)
- Prediction of dynamical properties of biochemical pathways with graph neural networks (Bove, P.; Micheli, A.; Milazzo, P.; Podda, M. - 2020 - 4.1 Contributo in Atti di convegno)
- Edge-based sequential graph generation with recurrent neural networks (Bacciu, D.; Micheli, A.; Podda, M. - 2020 - 1.1 Articolo in rivista)
- A Fair Comparison of Graph Neural Networks for Graph Classification (Errica, Federico; Podda, Marco; Bacciu, Davide; Micheli, Alessio - 2020 - 4.1 Contributo in Atti di convegno)
- A gentle introduction to deep learning for graphs (Bacciu, D.; Errica, F.; Micheli, A.; Podda, M. - 2020 - 1.1 Articolo in rivista)
- A machine learning approach to estimating preterm infants survival: development of the Preterm Infants Survival Assessment [PISA] predictor (Podda, Marco; Bacciu, Davide; Micheli, Alessio; Bellù, Roberto; Placidi, Giulia; Gagliardi, Luigi - 2018 - 1.1 Articolo in rivista)