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@itacpc @brAIn-science

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antonioscardace/README.md

Hi there, it is great to have you here! 👋🏼

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👨🏻‍💻 About Me

  • 💊 PhD Student in Computer Science at the University of Catania, focusing on Medical AI
  • 🎓 MSc in Computer Science from the University of Catania, 110/110 cum Laude. Nominated for a Merit Award
  • 🎓 BSc in Computer Science from the University of Catania, 110/110 cum Laude. Nominated for a Merit Award
  • 👔 Member of the Scientific and Technical Committee of ITACPC (Italian ICPC) since 2023

📚 Research Interests

  • Disease Progression Modeling of neurodegenerative diseases, with a focus on Alzheimer’s disease
  • Multimodal Learning for neuroimaging, integrating modalities such as MRI and PET
  • Understanding and quantifying memorization in deep generative models for medical imaging

Pinned Loading

  1. brAIn-science/DeepSSIM brAIn-science/DeepSSIM Public

    [WACV, 2026] Official implementation of "A Novel Metric for Detecting Memorization in Generative Models for Brain MRI Synthesis"

    Python 11

  2. Multimodal-AD Multimodal-AD Public

    [ISCC, 2026] Official implementation of "A Quantitative Analysis of Multimodal Biomarkers in Alzheimer's Disease"

    Jupyter Notebook

  3. neuroflux neuroflux Public

    neuroflux is a CPU-based Python library for fast and easy-to-use preprocessing of paired sMRI and PET scans

    Python

  4. MRI-BrainAge MRI-BrainAge Public

    Brain age gap analysis reveals accelerated brain aging in patients with Alzheimer’s disease from MRI-derived brain volumes

    Jupyter Notebook 3