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Ngoc-Thang Bui's Projects

aide icon aide

AIDE: Annotation-efficient deep learning for automatic medical image segmentation

boxinstseg icon boxinstseg

A toolbox for box-supervised instance segmentation.

connected-unets-and-more icon connected-unets-and-more

Basic UNet, AUNet, and ResNet architecture models and new variations: Connected-UNets, Connected-AUNets, and Connected-ResUNets architecture models

covid-19_detection icon covid-19_detection

This Repository consists if works related to the detection of COVID-19 and related disease from Chest Radiographs by using Image Processing Techniques, Computer Vision and Machine Learning methods.

covid-us icon covid-us

Open benchmark dataset of COVID-19 related ultrasound imaging data, curated and systematically validated — Ensemble de données de référence ouvert d'imagerie échographique liées à la COVID-19, organisé et systématiquement validé

ct-gan icon ct-gan

A GAN based framework for adding and removing medical evidence in 3D volumetric medical scans

decgan icon decgan

[MICCAI2019 & TMI2020] Chest X-ray decomposition with unpaired CT knowledge

deep-residual-unet icon deep-residual-unet

ResUNet, a semantic segmentation model inspired by the deep residual learning and UNet. An architecture that take advantages from both(Residual and UNet) models.

deepbrainseg icon deepbrainseg

Fully automatic brain tumour segmentation using Deep 3-D convolutional neural networks

deepdpm icon deepdpm

"DeepDPM: Deep Clustering With An Unknown Number of Clusters" [CVPR 2022]

deeplearning icon deeplearning

Deep learning driven structured illumination microscopy

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