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pradeepanpp's Projects

aucoresnet icon aucoresnet

AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breath

brixia-score-covid-19 icon brixia-score-covid-19

End-to-end learning for semiquantitative rating of COVID-19 severity on Chest X-rays. Additional material and updates.

chexnet icon chexnet

A pytorch reimplementation of CheXNet

covid-19 icon covid-19

Automated Detection of COVID-19 Cases Using Deep Neural Networks with X-Ray Images

covid-19_detection icon covid-19_detection

Official Repository for A Novel Approach for detecting Normal, COVID-19 and Pneumonia patient using only binary classifications from chest CT-Scans Paper

covid-chestxray-lambda-fuzzy icon covid-chestxray-lambda-fuzzy

Official Python implementation of IEEE JBHI 2021 paper: "Choquet Integral and Coalition Game-based Ensemble of Deep Learning Models for COVID-19 Screening from Chest X-ray Images"

covid-ct icon covid-ct

COVID-CT-Dataset: A CT Scan Dataset about COVID-19

impression-generation-from-x-ray-images icon impression-generation-from-x-ray-images

Impression generation is the process of generating textual description from X-Ray Images. In Deep learning, it is known as Image Captioning. Analysis of X-ray reports is an important task of radiologists to recommend the correct diagnosis to the patients. But with deep learning techniques we can predict medical reports by using just medical images.

modified-3d-unet-pytorch icon modified-3d-unet-pytorch

This repository implements pytorch version of the modifed 3D U-Net from Fabian Isensee et al. participating in BraTS2017

pytorch-unet icon pytorch-unet

Simple PyTorch implementations of U-Net/FullyConvNet (FCN) for image segmentation

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

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