agaldran/uqinmia-miccai-2023

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agaldran/uqinmia-miccai-2023

agaldran

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Repository associated to the UQinMIA Tutorial @ MICCAI 2023

lwnet

State-of-the-art retinal vessel segmentation with minimalistic models

balanced_mixup

Repository for MICCAI 2021 paper Balanced-MixUp for Highly Imbalanced Medical Image Classification

cost_sensitive_loss_classification

A straightforward mechanism to implement cost sensitive losses in pytorch

UnderWater

Companion repository to the paper Automatic Red-Channel Underwater Image Restoration, by Galdran et al.

amef_dehazing

AMEF - Artificial Multiple Exposure Fusion for Image Dehazing

a_v_uncertain

Code for our ISBI 2019 paper on Artery/Vein classification with uncertainty predictions

mhml_calibration

Repository for the Multi-Head Multi-Loss Model Calibration paper

torchvision_paired_transforms

Extension of torchvision-tramsforms to handle simultaneous transform of input and ground-truth when the latter is an image

Jupyter Notebook

non_uniform_label_smoothing

This repo holds a straightforward implementation of a Non-Uniform Label Smoothing regularization technique (N-ULS)

Jupyter Notebook

t3po

Open Set Histological Image Recognition

justraigs

Our entry to the JustRAIGS challenge on justifiable glaucoma prediction

Jupyter Notebook

lesion_losses_ood

calibration_tutorial

Jupyter Notebook

agaldran.github.io

Repository hosting research and teaching-related contents