pneumonia 开源项目推荐（123 个）

arnoweng /CheXNet

A pytorch reimplementation of CheXNet

BIMCV-CSUSP /BIMCV-COVID-19

瓦伦西亚地区图像库（BIMCV）将PadChest数据集的数据与基于COVID-19病理学的未来数据集相结合，为开放科学界提供具有临床科学价值的数据，帮助早期检测COVID-19

frankkramer-lab /covid19.MIScnn

Robust Chest CT Image Segmentation of COVID-19 Lung Infection based on limited data

v7labs /covid-19-xray-dataset

12000+ 手动绘制的像素级肺部分割，有无新冠

priyavrat-misra /xrays-and-gradcam

Classification and Gradient-based Localization of Chest Radiographs using PyTorch.

RiturajSaha /Health-Discernment-System

A menu based multiple chronic disease detection system which will detect if a person is suffering from a severe disease by taking an essential input image.

ekagra-ranjan /AE-CNN

ICVGIP' 18 Oral Paper - Classification of thoracic diseases on ChestX-Ray14 dataset

GeneralBlockchain /covid-19-chest-xray-segmentations-dataset

Lung Segmentations of COVID-19 Chest X-ray Dataset.

mr7495 /covid19

Covid-19 and Pneumonia detection from X-ray Images from the paper: https://doi.org/10.1016/j.imu.2020.100360

MaitreChen /MedGAN-ResLite

资源受限环境下、大规模肺炎早筛方法。采用DSHNet生成少类样本数据，解决数据不平衡的问题，然后利用RSFNet进行分类，最后结合剪枝策略实现轻量化！MedGAN-ResLite-V2 is released! ❤

Karan-Malik /ConvNet

CNN to detect Pneumonia using Chest X-Rays

pzaffino /COVID19-intensity-labeling

Code for COVID19 CT labeling. Submillimetric CT dataset provided as well.

giocoal /CXR-ACGAN-chest-xray-generator-covid19-pneumonia

CXR-ACGAN: Auxiliary Classifier GAN (AC-GAN) for Chest X-Ray (CXR) Images Generation (Pneumonia, COVID-19 and healthy patients) for the purpose of data augmentation. Implemented in TensorFlow, trained on COVIDx CXR-3 dataset.

Shrey-Viradiya /Pneumonia_Detection

This repository contains code for pneumonia detection using X-ray images of the lungs.

Yashwanth-23 /Pneumonia-detection-using-CNN

This project is done as part of the Machine Learning subject in our curriculum.

Vinay10100 /Chest-X-Ray-Classification

Convolutional Neural Network for Pneumonia and Covid-19 Detection in Chest X-Ray Images.

coddec /2020-new-coronavirus

New Coronavirus, Pneumonia, 新型冠状病毒,冠状病毒,info websites,Information, Coronavirus globaloutbreak,novel coronavirus, coronavirus tracking, coronavirus real time info, coronavirus maps

ihamdi /Covid-xRay-Classification

Using Pytorch Lightning and Torchxrayvision's Pretrained Densenet121 Models

adnan-saood /COVID19-DL

该项目在 GitHub 上没有填写描述

thu-west /Covid19Kg

The knowledge graph for COVID-19 based on “Diagnosis and Treatment of Pneumonia with a New Coronavirus Infection (version 1-7)” of China