Foto del docente

Gastone Castellani

Professore ordinario

Dipartimento di Scienze Mediche e Chirurgiche

Settore scientifico disciplinare: PHYS-06/A Fisica per le scienze della vita, l’ambiente e i beni culturali

Didattica

Ultime tesi seguite dal docente

Tesi di Laurea

  • La Chemical Master Equation Metodi Risolutivi e Applicazioni Biologiche
  • Neural Ordinary Differential Equations
  • Neural Ordinary Differential Equations e le loro applicazioni
  • Virus Dry Lab External Quality Assurance Exercise (EQAE): analisi bioinformatiche per la rilevazione del Mpox come possibile arma biologica

Tesi di Laurea Magistrale

  • 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
  • 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
  • Neural Ordinary Differential Equations in Pharmacokinetics for Long-term Dalbavancin Dose Predictions
  • Study of a large scale brain model and its divergence from the uniform state
  • Survival analysis in radiomics: a statistical learning approach on 18F-FDG-PET/CT imaging data of patients affected by multiple myeloma

Tesi di Dottorato

  • Cluster analysis on low dimensional embeddings: unveiling similarity patterns in multi-dimensional data for better stratification
  • Diffusing alpha particles radiation treatment optimization in clinical settings