COVID-19 X-Ray Diagnosis ML Frameworks

Deep learning models for detecting COVID-19 from chest X-ray images using CNNs and neural networks. Does NOT include other medical imaging modalities (CT scans, ultrasound), other diseases, or general medical imaging frameworks.

There are 78 covid-19 x-ray diagnosis frameworks tracked. 1 score above 50 (established tier). The highest-rated is mlmed/torchxrayvision at 62/100 with 1,122 stars.

Get all 78 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=covid-19-xray-diagnosis&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	mlmed/torchxrayvision TorchXRayVision: A library of chest X-ray datasets and models. Classifiers,...	62	Established	1,122	Jupyter Notebook
2	kaushikjadhav01/COVID-19-Detection-Flask-App-based-on-Chest-X-rays-and-CT-Scans COVID-19 Detection Chest X-rays and CT scans: COVID-19 Detection based on...	49	Emerging	129	Jupyter Notebook
3	NeelBhowmik/xray List of datasets and papers in X-ray security images (Computer...	43	Emerging	128	—
4	priyavrat-misra/xrays-and-gradcam Classification and Gradient-based Localization of Chest Radiographs using PyTorch.	43	Emerging	55	Jupyter Notebook
5	jannisborn/covid19_ultrasound Open source lung ultrasound (LUS) data collection initiative for COVID-19.	43	Emerging	169	PHP
6	ieee8023/covid-chestxray-dataset We are building an open database of COVID-19 cases with chest X-ray or CT images.	43	Emerging	3,055	Jupyter Notebook
7	nrc-cnrc/COVID-US Open benchmark dataset of COVID-19 related ultrasound imaging data, curated...	43	Emerging	62	Jupyter Notebook
8	Aman9026/Predict-COVID-19 Predicts COVID-19 from PA view of X-ray when submitted on the website	39	Emerging	28	JavaScript
9	THEGURUJ1/AI-for-Healthcare-Project-using-NVIDIA-Jetson-Nano-2GB-Developer-kit This project uses Deep learning concept in detection of Various Deadly...	38	Emerging	37	—
10	v7labs/covid-19-xray-dataset 12000+ manually drawn pixel-level lung segmentations, with and without covid	36	Emerging	87	—
11	jeremykohn/rid-covid Image-based COVID-19 diagnosis. Links to software, data, and other resources.	36	Emerging	80	—
12	Abhradipta/Detection-Of-COVID-19-From-Chest-X-Ray Detection Of COVID-19 From Chest X-Ray Using Resnet 18 In PyTorch.	35	Emerging	5	Jupyter Notebook
13	matlab-deep-learning/Classification-of-SARS-COVID-19-and-Other-Lung-Infections-from-Chest-X-Ray-Scan-Images-with-DenseNet This example shows how to train a deep neural network to classify SARS...	35	Emerging	9	MATLAB
14	AFAgarap/pt-datasets PyTorch dataset loader for image, text, malware, and medical classification datasets	34	Emerging	6	Python
15	AlexSWong/COVID-Net Launched in March 2020 in response to the coronavirus disease 2019...	33	Emerging	43	—
16	math-a3k/covid-ht covid-ht aims to provide a tool for implementing an AI layer on clinical...	32	Emerging	2	Python
17	Prasad-mutnale/Lung-Cancer-Detection-Web-App Lung Cancer Detection using RESNET-50 SGD Optimizer and integrated on web...	32	Emerging	4	JavaScript
18	aviralchharia/COVID-19 Research Project for Detection of COVID-19 from X-Ray using Deep Learning...	32	Emerging	13	Jupyter Notebook
19	rekalantar/Covid19_Detector Using Deep Learning to detect Covid-19 from X-Ray/CT scans of patients	32	Emerging	23	Jupyter Notebook
20	giocoal/CXR-ACGAN-chest-xray-generator-covid19-pneumonia CXR-ACGAN: Auxiliary Classifier GAN (AC-GAN) for Chest X-Ray (CXR) Images...	32	Emerging	12	Python
21	mdalmas/covid19_xray_detection Detecting Covid 19 in a person using PA Chest X-ray images, Using...	31	Emerging	17	Jupyter Notebook
22	jatin-12-2002/Chest-Disease-Classification-Final-Version An MLOps-powered pipeline for chest disease classification from CT scans...	31	Emerging	3	Jupyter Notebook
23	rezacsedu/DeepCOVIDExplainer DeepCOVIDExplainer: Explainable COVID-19 Diagnosis from Chest X-ray Images	30	Emerging	11	Jupyter Notebook
24	leukaemiamedtech/hias-sars-cov2-xdnn-classifier An implementation of a HIAS compatible xDNN classifier by Nitin Mane....	30	Emerging	1	Python
25	faizancodes/COVID-19-X-Ray-Classification Utilizing Deep Learning to detect COVID-19 and Viral Pneumonia from x-ray images	29	Experimental	16	Jupyter Notebook
26	zekaouinoureddine/COVID-19-Detection-From-X-Ray COVID-19 Detection From X-ray Images Using Deep Learning	29	Experimental	12	Jupyter Notebook
27	Ultan-Kearns/Masters_Thesis_Automated_Detection_of_COVID_19_Using_GANs_and_CNNs Exploration of the use of synthetic data generated from DCGANs on COVID-19...	29	Experimental	1	Jupyter Notebook
28	drcerenkaya/COVID-19-DetectionV2 COVID-19 Detection Using Chest X-Ray Images and Deep Convolutional Neural Networks	28	Experimental	6	Jupyter Notebook
29	francismontalbo/fused-densenet-tiny A novel approach in training a DenseNet model for diagnosing COVID-19 Chest X-Rays.	28	Experimental	30	Jupyter Notebook
30	drcerenkaya/COVID-19-Detection COVID-19 Detection Using Chest X-Ray Images and Deep Convolutional Neural Networks	27	Experimental	6	Jupyter Notebook
31	KalyanM45/End-to-End-Chest-Disease-Classification This repository offers a comprehensive solution for chest disease detection,...	27	Experimental	10	Python
32	kdha0727/lung-opacity-and-covid-chest-x-ray-detection Toy Project: Classification and Detection of representative lung diseases,...	27	Experimental	11	Jupyter Notebook
33	sayannath/SANUS-WEB A CADx Platform	26	Experimental	1	CSS
34	harshwalia36/Segmentation_and_classification_of_Covid-19-lungs-CT-Scan Deep Learning Project which help us to identify a Person is Covid or...	26	Experimental	8	Jupyter Notebook
35	sagarnildass/covid_19_xray_classification A VGG16 based Attention Mechanism to detect COVID in X-Rays	26	Experimental	6	Jupyter Notebook
36	XOREngine/xand-ray Chest X-ray screening research with explicit distribution shift evaluation,...	25	Experimental	5	Python
37	hugo-morvan/3D-Deep-features-for-COVID-19-screening-in-CT-scans Github repository for my Undergrad Thesis	25	Experimental	3	TeX
38	BitterOcean/Covid19-Detector "Covid19-Detector" is a Django-ReactJS Web App with an Artificial...	25	Experimental	5	JavaScript
39	Abhijeet-Pitumbur/Xray-Xplorer Xray Xplorer · CNN, XGBoost & Grad-CAM · COVID-19 Detection in Chest X-Ray...	24	Experimental	5	Jupyter Notebook
40	Tusharv0607/X-Ray_Analyzer X-Ray Analyzer is a deep learning model which uses a combination of CNN to...	23	Experimental	4	HTML
41	sa1ah-ai/healthVision Automated medical image analysis platform: AI-based detection of pneumonia...	23	Experimental	2	JavaScript
42	mohsenamjadi/Neural-Network-Covid-19-Pneumonia-Detection--ct-scan-images-by-tensorflow In this project, I’ve used Keras/Tensorflow to train a Neural Network model...	23	Experimental	4	—
43	olaflaitinen/medical_imaging_fairness Ethnic bias analysis in medical imaging AI: Demonstrating that...	23	Experimental	7	Python
44	GSaiDheeraj/Corona-Detection COVID-19 diagnosis using Chest X-Ray images with Transfer Learning	23	Experimental	2	HTML
45	singhaxn/COVID-19_CXR_AI Machine learning models to detect COVID-19 in chest X-Rays	21	Experimental	1	Jupyter Notebook
46	AmritanshuAJ/chest-cancer-detection Radiology AI is a deep learning application that analyzes chest X-rays to...	21	Experimental	—	Python
47	alimalik122/chest-xray-covid19-classification 🩺 Build a model to classify chest X-rays for COVID-19 detection, enhancing...	21	Experimental	—	Jupyter Notebook
48	Amirbeek/COVID-19-Detector-Web-Application A Django-based web app for diagnosing COVID-19 from chest X-rays. Using...	21	Experimental	9	Jupyter Notebook
49	Aqib121201/XAI-for-Chest-X-rays-Grad-CAM-Interpretability-on-CNN-Based-Medical-Diagnosis Grad-CAM + SHAP explanations on ResNet for interpretable chest X-ray diagnosis	20	Experimental	3	Python
50	farmy-ai/covid-fighters Data collection and label tool for COVID-19 disease chest scans	20	Experimental	8	TypeScript
51	kanakmi/Delta-Diagnose A project that can classify Chest X-Ray Images as Covid, Viral Pneumonia, and Normal.	20	Experimental	8	Jupyter Notebook
52	atheeq2003/Optimized-DLFramework-Lung-Disease-Classification-Severity-Assessment An advanced deep learning framework designed for accurate multi-class lung...	19	Experimental	1	Jupyter Notebook
53	StwayneXG/automated-cxr-analysis End-term project for Digital Image Processing (EC-312) at National...	19	Experimental	4	Python
54	itz-Mayank/Chest-X-Ray-Diagnostics Rapid and accurate diagnosis of COVID-19 from chest X-ray images can...	19	Experimental	2	Jupyter Notebook
55	abmami/turing-care-app TuringCare enables fast and effective disease response by providing an easy...	18	Experimental	2	CSS
56	ArianJr/chest-xray-covid19-classification End-to-end deep learning pipeline for COVID-19 detection from chest X-ray...	17	Experimental	—	Jupyter Notebook
57	innocent-charles/AI-POWERED-COVID-19-INTELLIGENT-DETECTOR AI Powered Covid-19 Intelligent Detector made by using Flask and CNN.	17	Experimental	1	Jupyter Notebook
58	cmac-ire/machine-learning-app An intuitive and user-friendly web application developed using Python to...	17	Experimental	1	Python
59	ErselSeyit/XrayPneumonia Flutter mobile app for X-ray pneumonia detection using deep learning....	17	Experimental	—	Dart
60	AKHIL-SAURABH/HealthAI-Project AI-powered medical imaging system for multi-disease chest X-ray...	15	Experimental	6	Jupyter Notebook
61	ayush9304/Covid19-Detector COVID-19 detection through X-Ray images using Convolutional Neural Networks (CNN).	14	Experimental	—	Jupyter Notebook
62	neerjatiwari/Covid-19--Detector 𝐂𝐎𝐕𝐈𝐃 𝐃𝐞𝐭𝐞𝐜𝐭𝐢𝐨𝐧 𝐔𝐬𝐢𝐧𝐠 𝐃𝐞𝐞𝐩 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠	13	Experimental	9	Jupyter Notebook
63	rehabaam/ds_covid19_project Datascientest project - Analysis of Covid-19 chest x-rays	13	Experimental	—	Jupyter Notebook
64	jigarcia-2/rx_analysis Deep learning-based chest X-ray classification for clinical triage support	13	Experimental	—	Python
65	Tanwar-12/COVID-19-IMAGE-CLASSIFICATION- The dataset is contain total three type of images of covid19 patient, the...	12	Experimental	6	Jupyter Notebook
66	Irash-Perera/MedNeXt-Branch Novel Multi-branch ConvNeXt model architecture for subtle pathology in CT scans	11	Experimental	2	Jupyter Notebook
67	ngsinhhung/health-care-system Graduation Thesis: COVID-19 Chest X-ray Screening System	11	Experimental	2	—
68	1Taksh/automated-chest-xray-analysis Custom CNN-based multi-label chest X-ray classification system with ROC-AUC...	11	Experimental	—	Python
69	Sarah-Hesham-2022/Covid19_Pneumonia_Normal_Image_CNN_Classification-and-Deployment A python model built on google.colab, where data was installed from...	11	Experimental	3	Jupyter Notebook
70	shahanHasan/Chest-X-ray-Classification Application of Deep Learning Algorithms alongside Explainable AI (Grad-cam,...	11	Experimental	3	Jupyter Notebook
71	miraajkadam/covid-web Covid detection through X-Ray images using machine learning techniques	11	Experimental	3	JavaScript
72	BitterOcean/Covid19-Pneumonia-Detector "Covid19-Pneumonia-Detector" is a Django-ReactJS Web App with an Artificial...	11	Experimental	—	JavaScript
73	Bessouat40/python-ai-explainability A python project to find anomaly in an Xray image.	11	Experimental	4	Jupyter Notebook
74	kershrita/COVID19-Chest-Classification Implementing CV model for COVID-19 diagnosis using X-Ray chest images	11	Experimental	—	Jupyter Notebook
75	Abhijith14/DeepCovidX Detect Covid-19 from Chest X-Ray Images using neural networks	10	Experimental	2	Jupyter Notebook
76	SaqibAMA/COVID-19-Detection-CNN COVID-19 Classification using Convolutional Neural Networks.	10	Experimental	2	Python
77	jod35/covid-19-xray-image-classifier This is a web app that helps to classify images of chest Xrays predicting...	10	Experimental	2	JavaScript
78	lekh-ai/Chest-Diseases-Research Proposed a model that leverages the DenseNet-201 architecture to achieve...	10	Experimental	2	—

Comparisons in this category

covid-chestxray-dataset and covid-19-xray-dataset (43 vs 36) Covid19_Detector and COVID-19 (32 vs 32)