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LucaLumetti/README.md

👋 Hi there!

💻 I'm Luca Lumetti, a Ph.D. student in ICT at UniMoRe. My topic is Healthcare applications of Artificial Intelligence, Computer Vision and Medical Imaging, and I am currently working on the segmentation of maxillofacial CBCT volumes. Check out ToothFairy Challenges and ODIN Workshop for more details. Prior to my Ph.D., I obtained an MSc and BSc degree in Computer Engineering, with a focus on the Artificial Intelligence field. In the past, I've been an active contributor in the web team of Ubuntu-IT, a part-time professor in high school teaching IT subjects, and a freelance full-stack developer.

You can find more about me on my personal website https://lucalumetti.it.


🔨 Most interesting projects

  • Ditto: A web application written in Django to host the databases developed by my research group while collecting related statistics.
  • ToothFairy 2: MICCAI 2024 Challenge on the segmentation of 42 classes through CBCT images of the jaws.
  • ToothFairy: MICCAI 2023 Challenge on the segmentation of the Inferior Alveolar Canal through CBCT images.
  • Alveolar Canal: 3D segmentation of the Inferior Alveolar Canal through CBCT images.
  • Deep Facial Inpainting: remove the surgical mask in selfies employing GANs.
  • DQNTS: implementation of Tabu Search guided by a Deep Q-Network to solve the Max Mean Dispersion Problem

🚀 Contributions

  • Pytorch: Fixed torchgen that would cause a bug in keyword arguments naming for torch.where()
  • TorchIO: implemented Hann windows functions as aggregator mode.
  • hyprpicker: bug fixing.
  • tldr: translated some of the commands.

🎅 Advents of Code

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  1. AImageLab-zip/ToothFairy AImageLab-zip/ToothFairy Public

    Repository relative to the ToothFairy challenges, MICCAI2023 & MICCAI2024

    Python 31 7

  2. AImageLab-zip/alveolar_canal AImageLab-zip/alveolar_canal Public

    This repository contains the material from the paper "Improving Segmentation of the Inferior Alveolar Nerve through Deep Label Propagation"

    Python 34 5

  3. DQNTS DQNTS Public

    Implementation of Tabu Search guided by a Deep Q-Network

    Python 2

  4. TamingMambas TamingMambas Public

    Python 2 1