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👋 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'm currently working on the segmentation of the Inferior Alveolar Canal through CBCT images. A 3D segmentation of such canal is really important because it hosts the Inferior Alveolar Nerve, which must not be damaged during surgical operations. Other topics I am currently working on regards segmentation of 3D medical volumes in general and Whole-slide image classification. 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

  • 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

Luca Lumetti's Projects

5g-esempio icon 5g-esempio

Dummy repository used to explain how git and github works to my students

cbst icon cbst

a C library for Binary Search Trees

chessboard icon chessboard

An Electronic Chessboard, made with Raspberry Pi

clist icon clist

A bunch of functions to handle lists, written in c.

ctree icon ctree

A bunch of functions to handle trees, written in c.

dotfiles icon dotfiles

My dotfiles - Arch Linux, bspwm, polybar, neovim, picom, etc...

dqnts icon dqnts

Implementation of Tabu Search guided by a Deep Q-Network

hyprpicker icon hyprpicker

A wlroots-compatible Wayland color picker that does not suck.

ivy icon ivy

The Unified Machine Learning Framework

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