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Abián Hernández's Projects

attention-gated-networks icon attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

augmentor icon augmentor

Image augmentation library in Python for machine learning.

deepgaze icon deepgaze

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

dicomtoimage icon dicomtoimage

A simple script in order to generate a image from a dicom data

focal-liver-lesions-dataset-in-ceus icon focal-liver-lesions-dataset-in-ceus

We publish our SYSU-CEUS dataset, which consists of three types of FLLs: 186 HCC instances, 109 HEM instances and 58 FNH instances (i.e.,186 malignant instances and 167 benign instances). In this repository, we only upload a small set of data to illustrate. Please contact [email protected], if you need the full dataset for academic purposes.

idnet_release icon idnet_release

Codes related to the paper "Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral Unmixing", IEEE TCI, 2023.

medchipsregis icon medchipsregis

Medical multiChannel Images Point Set Registration: This project focuses on applying a point set registration in 2D multichannel images for medical purpose

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