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Matteo Tafuro's Projects

camus-challenge icon camus-challenge

Repository for the final project (CAMUS challenge) of the "AI for Medical Imaging" course at the University of Amsterdam.

ctrlpoints2mask icon ctrlpoints2mask

A simple Python implementation to generate ground truth segmentation masks from a list of control points.

idir-2d-echocardiograms icon idir-2d-echocardiograms

Application of IDIR (Implicit Neural Representations for Deformable Image Registration) on 2D echocardiograms.

mlrc icon mlrc

Editorial venue for ML Reproducibility Challenge Accepted papers

nmt-for-low-resource-languages icon nmt-for-low-resource-languages

Repository of the project "NMT for low-resource languages: fighting catastrophic forgetting in hierarchical transfer learning using data interleaving", conducted during the "Deep Learning for NLP" course at the University of Amsterdam.

re-exacerbating-algorithmic-bias icon re-exacerbating-algorithmic-bias

This repository contains the code of the Outstanding Paper Award-winning paper "[Re] Exacerbating Algorithmic Bias through Fairness Attacks" from the Machine Learning Reproducibility Challenge 2021.

temporally-consistent-echosegmentation icon temporally-consistent-echosegmentation

This repository hosts the code of the paper "Temporally consistent segmentations from sparsely labeled echocardiograms using image registration for pseudo-label generation", presented in the ASMUS workshop of MICCAI 2023.

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