Dissertation topics suggested by the teacher.
Recent dissertations supervised by the teacher.
First cycle degree programmes dissertations
- Diffusion Models applicati alla generazione di immagini mediche sintetiche
- La Chemical Master Equation Metodi Risolutivi e Applicazioni Biologiche
- Neural Ordinary Differential Equations
- Neural Ordinary Differential Equations e le loro applicazioni
Second cycle degree programmes dissertations
- Applied Physics Approaches for the Construction of an Integrated Nanostring GeoMx Atlas of the Healthy Mouse Brain
- Conditional Flow Matching for Medical Imaging and Data Synthesis: Methods, Applications and Evaluation
- Conditional Flow Matching for Synthetic Medical Data Generation
- Implementation of a Nested U-Net Architecture Within the nnU-Net Framework for Spine Segmentation in MRI
- Integrating compartment models and neural networks towards clinically reliable PET tracer dynamics prediction
- Neural Ordinary Differential Equations in Pharmacokinetics for Long-term Dalbavancin Dose Predictions
- Segmenting Residual Enhancing Tumor and FLAIR Hyperintensity in Early Postoperative Glioblastoma MRI using AI, with EOR Assessment and Survival Analysis
- Study of a large scale brain model and its divergence from the uniform state
Single cycle degree programmes dissertations
- Assessment of PET-derived first-order radiomic features from segmented lesions as predictors of overall and progression-free survival in multiple myeloma patients
One - Long cycle 2nd degree programmes dissertations
- Sviluppo e validazione di modelli radiomici predittivi per il rischio di frattura patologica in metastasi vertebrali litiche
PhD programmes thesis
- Advanced statistical and machine learning techniques for multi-omics data integration
- Artificial intelligence approaches for privacy-protected pooling of genomics, clinical and other ‘-Omics’ data analysis for haematological disease prognosis, prevention, diagnostics and treatment
- Reuse of medical images and segmentation tools to coadiuvate medicalclinical decision
- Technological advances in external beam radiotherapy. Study of new treatment strategies.
