26 July 2018

• Giorgia Cantisani. Transfer Learning and Data Augmentation for Semantic Segmentation in Histopathology. Rel. Elisa Ficarra, Santa Di Cataldo, Francesco Ponzio. Politecnico di Torino, Master of science program in Biomedical Engineering, 2018
  

  

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4 April 2019

• Luca Zanatta. Spiking neural networks from theory to practice: machine learning with biological plausible neuron model. Rel. Elisa Ficarra, Francesco Barchi, Francesco Ponzio, Gianvito Urgese. Politecnico di Torino, Master of science program in Biomedical Engineering, 2019
  

  

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23 October 2019

• Giovanni Chiarion. Progettazione di un comunicatore oculare IoT basato sul monitoraggio della dimensione pupillare = Design of an IoT communication device based on pupil size monitoring. Rel. Santa Di Cataldo, Edoardo Patti, Silvestro Roatta, Francesco Ponzio. Politecnico di Torino, Master of science program in Biomedical Engineering, 2019

26 March 2020

• Valerio Mieuli. Learning incrementale con reti neurali bayesiane = Incremental learning with bayesian neural networks. Rel. Elisa Ficarra, Santa Di Cataldo, Francesco Ponzio. Politecnico di Torino, Master of science program in Computer Engineering, 2020
  

  

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30 March 2020

• Piero Policastro. Applicazione di reti Bayesiane all'analisi automatica di immagini istopatologiche = Application of Bayesian networks to automated histopathological image analysis. Rel. Santa Di Cataldo, Francesco Ponzio. Politecnico di Torino, Master of science program in Biomedical Engineering, 2020
  

  

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27 July 2021

• Margheret Casaletto. A Deep Learning approach to integrate histological images and DNA methylation values. Rel. Elisa Ficarra, Marta Lovino, Francesco Ponzio. Politecnico di Torino, Master of science program in Computer Engineering, 2021
  

  

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26 October 2021

• Tabriz Nuruyev. GANS FOR INCREMENTAL LEARNING. Rel. Elisa Ficarra, Francesco Ponzio. Politecnico di Torino, Master of science program in Computer Engineering, 2021
  

  

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17 December 2021

• Mattia Cappelli. Multi-domain data fusion for colorectal cancer prognosis. Rel. Maurizio Rebaudengo, Marta Lovino, Francesco Ponzio, Elisa Ficarra. Politecnico di Torino, Master of science program in Data Science And Engineering, 2021
  

  

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20 December 2022

• Elisa Tedde. Deep Learning for Assessing Risk of Prostate Cancer. Rel. Santa Di Cataldo, Massimiliano Ruocco, Francesco Ponzio. Politecnico di Torino, Master of science program in Computer Engineering, 2022
  

  

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21 April 2023

• Mohamad Mohamad. Self-Supervision for Renal Cell Carcinoma Subtyping. Rel. Santa Di Cataldo, Francesco Ponzio. Politecnico di Torino, Master of science program in Computer Engineering, 2023
  

  

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27 October 2023

• Michele Cerra. Assessing microstructural brain differences in epileptic patients with vagus nerve stimulation via diffusion MRI, tractography and machine learning. Rel. Santa Di Cataldo, Francesco Ponzio, Benoît Macq, Alexandre Berger, Nicolas Delinte. Politecnico di Torino, Master of science program in Computer Engineering, 2023
  

  

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13 December 2023

• Sonia Ciuffreda. Banff score: from clinical practice to computer-aided tools. Rel. Santa Di Cataldo, Francesco Ponzio. Politecnico di Torino, Master of science program in Biomedical Engineering, 2023
  

  

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31 October 2024

• Seyed Mohammad Mehdi Hosseini. Uncertainty-aware Renal Cell Carcinoma Subtype Classification. Rel. Santa Di Cataldo, Francesco Ponzio. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2024
  

  

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13 December 2024

• Stiven Hidri. Tumor Recurrence Prediction After Stereotactic Radiosurgery: Multimodal Machine Learning Approaches in Imbalanced Data Contexts. Rel. Santa Di Cataldo, Francesco Ponzio. Politecnico di Torino, Master of science program in Computer Engineering, 2024
  

  

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11 April 2025

• Hesam Khanjani Kakroodi. Anomaly detection in manufacturing line. Rel. Santa Di Cataldo, Alessio Mascolini, Francesco Ponzio. Politecnico di Torino, Master of science program in Data Science And Engineering, 2025
  

  

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• Ahmadreza Farmahini Farahani. RobVC: An End-to-End Self-Supervised Voice Conversion. Rel. Santa Di Cataldo, Francesco Ponzio, Alessio Mascolini. Politecnico di Torino, Master of science program in Computer Engineering, 2025
  

  

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• Mattia Milone. Synthetic Generation of Air Traffic Trajectories Using Deep Learning. Rel. Santa Di Cataldo, Francesco Ponzio. Politecnico di Torino, Master of science program in Computer Engineering, 2025
  

  

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25 July 2025

• Kuerxi Gulisidan. 3D Multi-Input Deep Learning for Brain Lesion Classification: Attention-Based Analysis of Stable vs. Recurrent Lesions. Rel. Santa Di Cataldo, Francesco Ponzio. Politecnico di Torino, Master of science program in Data Science And Engineering, 2025
  

  

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• Ivan Magistro Contenta. FasterCellpose: Knowledge Distillation for Efficient Fluorescence Nuclear Segmentation. Rel. Santa Di Cataldo, Francesco Ponzio. Politecnico di Torino, Master of science program in Computer Engineering, 2025
  

  

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24 October 2025

• Margherita Lavena. On the feasibility of compressing intracranial EEG with Generative Adversarial Networks. Rel. Alessandro Aliberti, Fabio Depaoli, Edoardo Patti, Francesco Ponzio. Politecnico di Torino, Master of science program in Computer Engineering, 2025