9 April 2018

• Antonella Goddi. Studio e sviluppo di un sistema di Eye-tracking basato su pupillometria per pazienti affetti da Sclerosi Laterale Amiotrofica = Design and development of an Eye_tracking system based on pupillometry for Amyotrophic Lateral Sclerosis patients. Rel. Santa Di Cataldo, Elisa Ficarra, Silvestro Roatta. Politecnico di Torino, Master of science program in Biomedical Engineering, 2018
  

  

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20 April 2018

• Emanuele Parisi. Novel Approaches and Algorithms for the Alignment of Third Generation Sequencing Long-Reads. Rel. Elisa Ficarra. Politecnico di Torino, Master of science program in Computer Engineering, 2018
  

  

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26 July 2018

• Beatrice Scarselli. Analisi e metodi per l’allocazione automatica dei laboratori e la pianificazione dell’orario accademico = Analysis and methods for the automatic allocation of laboratories and planning of the academic timetable. Rel. Marco Mezzalama, Elisa Ficarra, Federico Della Croce Di Dojola. Politecnico di Torino, Laurea course in Electronic Engineering, 2018
  

  

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• Valeria Ariotta. Chemotherapeutic response prediction in high-grade serous ovarian cancer using histopathological image analysis. Rel. Elisa Ficarra, Santa Di Cataldo. Politecnico di Torino, Master of science program in Biomedical Engineering, 2018
• Maria Serena Ciaburri. Computational approaches for the identification of candidate chemotheraphy-related lncRNAs in HGSOvCa. Rel. Elisa Ficarra, Sampsa Hautaniemi. Politecnico di Torino, Master of science program in Computer Engineering, 2018
  

  

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• Rossella Resta. Development of a graph reduction method for minimizing RNA secondary structures and speeding-up sequence-structure alignment algorithms. Rel. Elisa Ficarra. Politecnico di Torino, Master of science program in Biomedical Engineering, 2018
  

  

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• Giorgia Milli. Improving recall of In situ sequencing by self-learned features and classical image analysis techniques. Rel. Elisa Ficarra. Politecnico di Torino, Master of science program in Biomedical Engineering, 2018
  

  

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• 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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10 December 2018

• Ilaria Roberti. A pipeline for gene expression profiles analysis to predict physical connections through the brain regions. Rel. Elisa Ficarra, Gianvito Urgese. 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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16 April 2019

• Giacomo Deodato. Uncertainty modeling in deep learning. Variational inference for Bayesian neural networks. Rel. Elisa Ficarra. Politecnico di Torino, Master of science program in Computer Engineering, 2019
  

  

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18 October 2019

• Raffaele Ferri. Manufacturing process optimization: a data-driven approach employing machine learning techniques. Rel. Elisa Ficarra, Luca Barbierato, Santa Di Cataldo. Politecnico di Torino, Master of science program in Mechanical Engineering, 2019

19 March 2020

• Chiara Sopegno. Graph neural networks for classification: models and applications. Rel. Elisa Ficarra. Politecnico di Torino, Master of science program in Mathematical Engineering, 2020
  

  

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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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• Gianpaolo Bontempo. Mitigating the catastrophic forgetting effect using generative models. Rel. Elisa Ficarra. Politecnico di Torino, Master of science program in Computer Engineering, 2020
  

  

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27 March 2020

• Marco De Franchis. Design of a CNN-based method for classifying subtype of kidney cancers using miRNA isoform profiles. Rel. Gianvito Urgese, Elisa Ficarra, Marta Lovino. Politecnico di Torino, Master of science program in Biomedical Engineering, 2020
  

  

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20 July 2020

• Venere Sabrina Barrese. Data integration for the analysis of the oncogenic potential of gene fusions. Rel. Elisa Ficarra, Marta Lovino. Politecnico di Torino, Master of science program in Biomedical Engineering, 2020
  

  

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23 October 2020

• Shaohuan Wei. Shot-blasted DataMatrix code recovery for Industry 4.0 product traceability systems. Rel. Elisa Ficarra, Luca Barbierato, Raffaele Ferri. Politecnico di Torino, Master of science program in Ict For Smart Societies, 2020
  

  

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• Alessandro Salvato. A graph oriented approach for implementing the MPI multicast communicator on a many-core GALS platform. Rel. Gianvito Urgese, Elisa Ficarra, Evelina Forno, Francesco Barchi. Politecnico di Torino, Master of science program in Computer Engineering, 2020
  

  

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19 July 2021

• Nicola Bartolini. A supervised Adversarial Autoencoder based technique for data translation: mRNA-miRNA data translation in cancer. Rel. Elisa Ficarra, Marta Lovino. Politecnico di Torino, Master of science program in Biomedical Engineering, 2021
  

  

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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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• Stefano Nardella. A data analytics integrative approach for multi-omics clustering in leukemia samples. Rel. Elisa Ficarra, Marta Lovino. Politecnico di Torino, Master of science program in Computer Engineering, 2021
  

  

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20 October 2021

• Elena Pianfetti. From sequence to gene expression: a Deep Learning approach to evaluate miRNAs' effect. Rel. Elisa Ficarra, Marta Lovino. Politecnico di Torino, Master of science program in Biomedical 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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• Adele De Hoffer. Virus variants evolution via Machine Learning and epidemic Renormalization Group. Rel. Elisa Ficarra, Francesco Sannino, Francesco Conventi. Politecnico di Torino, Master of science program in Data Science And Engineering, 2021
  

  

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15 December 2021

• Federica Citarrella. FusionFlow: gene fusion detection pipeline in RNA and DNA sequencing data leveraging Nextflow and Docker. Rel. Gabriella Balestra, Marta Lovino, Elisa Ficarra. Politecnico di Torino, Master of science program in Biomedical Engineering, 2021
  

  

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17 December 2021

• Edoardo Pinna. Exploiting genomic sequences for gene expression prediction. Rel. Maurizio Rebaudengo, Marta Lovino, Elisa Ficarra. Politecnico di Torino, Master of science program in Computer Engineering, 2021
  

  

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• 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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13 April 2022

• Nicola Occelli. Benchmarking Self Supervised Representation Learning methods on Biological Datasets. Rel. Paolo Garza, Elisa Ficarra. Politecnico di Torino, Master of science program in Data Science And Engineering, 2022
  

  

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• Vittorio Pipoli. Tranformer-based architectures for long biological sequences. Rel. Elena Maria Baralis, Elisa Ficarra, Marta Lovino, Giuseppe Attanasio. Politecnico di Torino, Master of science program in Data Science And Engineering, 2022

27 July 2022

• Francesca Miccolis. DNAfusion: a nf-core pipeline for gene fusion detection on DNA samples. Rel. Santa Di Cataldo, Elisa Ficarra, Marta Lovino. Politecnico di Torino, Master of science program in Biomedical Engineering, 2022
  

  

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29 July 2022

• Giorgia Ghione. An interpretable BERT-based architecture for SARS-CoV-2 variant identification. Rel. Santa Di Cataldo, Marta Lovino, Giansalvo Cirrincione, Elisa Ficarra. Politecnico di Torino, Master of science program in Computer Engineering, 2022
  

  

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