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Olivier Van den Nest's Projects

digitalhairremoval icon digitalhairremoval

There has been numeruous advancements towards utilizing deep networks, ANNs, AI, etc in tasks like detecting the skin disease, type of tumour, etc. However, it becomes difficult for the networks to learn the features since, most of the skin images are occluded by hair. Thus, there is a need for pre-processing of the skin images to remove these obstructing hair. This sample project aims to remove the hair noise from the skin image with the help of Morphological filtering.

focal-tversky-unet icon focal-tversky-unet

This repo contains the code for our paper "A novel focal Tversky loss function and improved Attention U-Net for lesion segmentation" accepted at IEEE ISBI 2019.

skinisic icon skinisic

ISIC 2017 Skin Challenge - Part 2 - Detect Dermoscopic Criteria

unet icon unet

unet for image segmentation

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