Dissertation topics suggested by the teacher.
Recent dissertations supervised by the teacher.
First cycle degree programmes dissertations
- analisi della migrazione cellulare in vitro in presenza e in assenza di un campo elettrico
- Modello stocastico a due stadi della crescita di una compagnia
- Reti neurali ispirate alla biofisica e le loro performance come classificatori Analisi della rete BCM
- Virus Dry Lab External Quality Assurance Exercise (EQAE): analisi bioinformatiche per la rilevazione
del Mpox come possibile arma biologica
Second cycle degree programmes dissertations
- A Biophysical Model for Valence-Based Navigational Learning: the role of D-Serine
- AI for elucidating the mechanics underpinning radio-sensitation by high-Z nanoparticle for radiotherapy
- Artificial Intelligence Applications in Digital Onco-hematology
- Colori-DT: an open-source tool for the quantitative evaluation of differences in microscopy color images
- Deep learning-based tool for radiomics analysis of cancer 3D multicellular spheroids
- Development of pre and post-processing
steps to a pipeline aimed to identify silent
cerebral infarcts
- Generation of synthetic cytopathological
images with Variational Autoencoders and
Vector-Quantised Variational Autoencoders
- Implementation of a radiomics pipeline for
survival analysis in multiple myeloma
patients using 18F FDG PET/CT images:
unveiling prognostic markers and predictive
models
- Mapping of dose rates in Pencil Beam Scanning proton therapy
- Representation learning of biomedical networks for the task of drug repurposing
- Survival analysis in radiomics: a statistical learning approach on 18F-FDG-PET/CT imaging data of patients affected by multiple myeloma
Specialisation Schools dissertations
- Comparison study of HDR-Brachytherapy and Helical Tomotherapy plans in the treatment of non-melanoma skin cancers of the ocular region
- Robustness of the Lexicographic Optimization-based planning for rectal cancer versus segmentation types
PhD programmes thesis
- Development of machine learning methods for multi-modal biomarkers detection and integration
- Diffusing alpha particles radiation treatment optimization in clinical settings
