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Achievement: Arctic Code Vault ContributorAchievement: Pull Shark

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Achievement: Arctic Code Vault ContributorAchievement: Pull Shark

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chiaraalbi46/README.md

Hi there 👋

I’m a PhD student at the University of Florence (Italy), working within LESC and MICC. My research lies at the intersection of Deep Learning and Medical Imaging.

🔭 Research Interests

Medical Imaging

  • Deep Learning for medical imaging segmentation
  • Self-Supervised Learning for Image Quality Assessment (IQA) in medical images
  • Explainability strategies for medical Large Language Models (LLMs)

Generated AI

  • IQA metrics for generated images (diffusion models), focusing on scene semantics

🛠️ Skills and Technologies

  • Programming Languages: Python, MATLAB, C, C++, HTML, CSS, Java Script, Java
  • Frameworks & Tools: PyTorch, TensorFlow, Hugging Face, MONAI, TorchIO, Nibabel, ANTs, 3DSlicer

⚡ Beyond Research

  • Artistic gymnastics athlete
  • Football player (as possible)
  • Drummer and self-taught guitarist (still a lot to learn)

📫 Contacts

Pinned Loading

  1. MicroExpressions MicroExpressions Public

    Catch people micro-expressions using an RGB camera and an Event camera. Then try to classify them: which is the best ?

    Python 2

  2. EvasiveMovements EvasiveMovements Public

    Python

  3. ViT ViT Public

    A Vision Transformer simple implementation

    Python

  4. EmoLip EmoLip Public

    Training a neural network to discriminate between emolitic and lipemic samples of blood, using multiple views of tubes.

    Python

  5. IAPP-Group/S3DIP IAPP-Group/S3DIP Public

    Official repository of the paper 'Self-Supervised Sar Despeckling Using Deep Image Prior', Pattern Recognition Letters

    Python 2