Chest XRay Pathology Detection ML Frameworks

Deep learning models for detecting specific lung pathologies (pneumonia, pneumothorax, pulmonary edema, tuberculosis) from chest radiographs using CNNs and transfer learning. Does NOT include general chest X-ray diagnostic systems, privacy-preserving CXR methods, bias analysis, or mortality risk estimation.

There are 90 chest xray pathology detection frameworks tracked. The highest-rated is brucechou1983/CheXNet-Keras at 44/100 with 301 stars.

Get all 90 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=chest-xray-pathology-detection&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	brucechou1983/CheXNet-Keras This project is a tool to build CheXNet-like models, written in Keras.	44	Emerging	301	Python
2	jrzech/reproduce-chexnet Reproduce CheXNet	43	Emerging	199	Jupyter Notebook
3	dstrick17/DacNet Reproducing and Improving CheXNet: Deep Learning for Chest X-ray Disease...	42	Emerging	17	Jupyter Notebook
4	gregwchase/nih-chest-xray Identifying diseases in chest X-rays using convolutional neural networks	40	Emerging	100	Jupyter Notebook
5	rmcnew/Pneumonia_Classifier Machine Learning Image Classification of Pediatric Chest X-Rays to Detect Pneumonia	39	Emerging	7	Jupyter Notebook
6	arnoweng/CheXNet A pytorch reimplementation of CheXNet	36	Emerging	649	Python
7	diaoquesang/A-detailed-summarization-about-bone-suppression-in-Chest-X-rays :octocat: Bone suppression in chest X-rays: A deep survey. ℱℯℯ𝓁 𝒻𝓇ℯℯ to contribute!	35	Emerging	15	—
8	iamsuvhro/Chest-Pneumonia-Detection-using-Deep-Learning-Various-Architecture In this repository,i will apply a bunch of various Neural Network...	31	Emerging	14	Jupyter Notebook
9	sorna-fast/tb-chest-xray-classifier TB Chest X-Ray Classifier - Deep learning model for Tuberculosis detection ...	31	Emerging	5	Jupyter Notebook
10	edaaydinea/Pneumonia-Detection-on-Chest-Xray-Images-with-Deep-Leaning This repository includes pneumonia detection on Chest X-ray Images by using...	31	Emerging	21	Jupyter Notebook
11	SLAMPAI/large-scale-pretraining-transfer Code for reproducing the experiments on large-scale pre-training and...	30	Emerging	19	Jupyter Notebook
12	MMADUs/Tuberculosis-Detection Simple Tuberculosis Binary Classifier with CNN using Keras	30	Emerging	3	Jupyter Notebook
13	kbhujbal/LungGuardianAI-pneumonia_detection_from_chest_xrays_with_transfer_learning State-of-the-Art Pneumonia detection from chest X-rays system using...	29	Experimental	6	Python
14	Divyam6969/Pneumonia-Detection-using-FastAI This project uses a pre-trained ResNet50 model from the FastAI library to...	29	Experimental	13	Jupyter Notebook
15	tae898/room-classification Room type classification	29	Experimental	14	Jupyter Notebook
16	AIM-Harvard/CXR-Lung-Risk Deep learning to estimate lung-related mortality from chest radiographs.	29	Experimental	9	Jupyter Notebook
17	thetahmeed/SE-MobileNet-Lung-Disease-Classifier An interpretable lightweight squeeze-and-excitation block-based deep...	28	Experimental	1	Jupyter Notebook
18	ayushirathour/chest-xray-pneumonia-detection-ai AI-powered chest X-ray pneumonia detection with 86% accuracy and 96.4%...	27	Experimental	10	Python
19	ilias-ant/x-ray-abnormality-detection An attempt at the Bone X-Ray Deep Learning Competition (Stanford ML Group).	26	Experimental	7	Jupyter Notebook
20	sunnynguyen-ai/medical-image-classifier Deep learning model for pneumonia detection in chest X-rays using TensorFlow...	26	Experimental	12	Python
21	tayebiarasteh/DP_CXR Building an AI model for chest X-ray under patient privacy guarantees	25	Experimental	4	Python
22	MMansy19/cdss-xray-app AI-powered Clinical Decision Support System (CDSS) for chest X-ray analysis,...	25	Experimental	19	TypeScript
23	wilhelmberghammer/pneumonia_detection Pneumonia Detection using machine learning - with PyTorch	25	Experimental	13	Python
24	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！Me...	25	Experimental	29	Python
25	inuwamobarak/chest-xray-pneumonia-detection Pneumonia identification from chest x-ray images using deep learning...	24	Experimental	17	Jupyter Notebook
26	AjayTiwari94/Medical-Imaging-Diagnosis This system includes a Medical Imaging Diagnosis Agent that processes chest...	24	Experimental	2	Python
27	TeamSemiSuperCV/semi-super Semi/Self-Supervised Learning on a Pediatric Pneumonia Dataset	23	Experimental	11	Jupyter Notebook
28	SeyedRumaiz/RespiraNet AI-powered Chest X-Ray Pneumonia Detection using Deep Learning	22	Experimental	—	Jupyter Notebook
29	SuperDataScience-Community-Projects/SDS-CP021-pneumonia-detection A deep learning project which tries to detect pneumonia in patients using...	22	Experimental	2	Jupyter Notebook
30	Subhajit14mandal/chest-xray-pneumonia-detection-deep-learning CNN-based pneumonia detection from chest X-ray images using Xception...	22	Experimental	—	Jupyter Notebook
31	bhimrazy/voyage-imaging Tuberculosis (TB) Detection from Chest X-ray using Deep Transfer Learning (PyTorch)	21	Experimental	8	Jupyter Notebook
32	paulinamoskwa/Pediatric-Pneumonia-Chest-X-Ray Pediatric pneumonia image classification with (strongly) imbalanced data via...	20	Experimental	5	HTML
33	seba39399/Proyecto_Deteccion_Neumonia El proyecto permite detectar una condición viral o normal en neumonía.	19	Experimental	—	Python
34	Sujith-RMD/Pneumonia-AI 🫁 Deep learning-powered pneumonia detection from chest X-rays using...	19	Experimental	—	Python
35	kjaisingh/Pneumonia-Diagnosis A Convolutional Neural Network that is able to detect whether a patient has...	19	Experimental	8	Python
36	ErphanRajai/pneumonia-resnet18 Pneumonia detection using ResNet-18 with Grad-CAM heatmaps for explainable...	19	Experimental	—	Jupyter Notebook
37	arthlz/Pneumonia-detection-CV Artefato construído para detecção de pneumonia por meio de imagens de raio-x	19	Experimental	—	Jupyter Notebook
38	Fathimasonasherin/Prediction-of-Pediatric-Pneumonia-in-Chest-X-Rays-using-Deep-Learning A deep learning or transfer learning project to classify chest X-rays of...	19	Experimental	8	Jupyter Notebook
39	CodeMesh39/Pneumonia-Detection-Deep-Learning Deep learning system for automated pneumonia detection from chest X-ray...	19	Experimental	—	Jupyter Notebook
40	MLD3/Deep-Learning-Applied-to-Chest-X-rays-Exploiting-and-Preventing-Shortcuts [MLHC 2020] Deep Learning Applied to Chest X-Rays: Exploiting and Preventing...	18	Experimental	8	Jupyter Notebook
41	Yashwanth-23/Pneumonia-detection-using-CNN This project is done as part of the Machine Learning subject in our curriculum.	18	Experimental	11	Jupyter Notebook
42	Karan-Malik/ConvNet CNN to detect Pneumonia using Chest X-Rays	18	Experimental	21	Python
43	DLinRadiology/First_model_chest_x-ray_classification First attempt at a deep learning application for radiology. For learning purposes.	18	Experimental	6	Jupyter Notebook
44	ayush13-0/PulmoVision-Pro-AI-Powered-Pneumonia-Detection 🩺🤖 PulmoVision Pro — AI-powered Pneumonia Detection from Chest X-Rays with...	17	Experimental	2	—
45	abdulmanafsahito/Pediatric-Chest-Pneumonia-Classification This project is all about interpreting Chest X-ray images, and the task is...	17	Experimental	6	Jupyter Notebook
46	RoshniRanaDS27/ML-Deep_Learning-Image_recognition_Tensorflow_Chest_X-Ray_Detection_APP # Pneumonia Detection - Machine Learning-DEEP_LEARNING Code for chest X-Ray...	16	Experimental	3	Jupyter Notebook
47	Hazrat-Ali9/PneumoScan-AI 📒 PneumoScan 📕 AI 📓 is an 📙 AI 📘 powered 📗 medical 🧰 imaging 🪣 designed 👔 to...	16	Experimental	2	—
48	twishapatel12/Pneumonia-Detector-AI Explainable AI for Pneumonia Detection from Chest X-rays. Fast Streamlit app...	15	Experimental	8	Python
49	aahmadnejad/BiasCXR This repository is a debiassing project on CXR Dataset with embedding which...	15	Experimental	7	Python
50	Unixx291/Deep-Learning-for-Lung-Disease-Diagnosis-Enhancing-Early-Detection-with-AI- CNN model enhanced with Squeeze-and-Excitation blocks for disease detection...	15	Experimental	—	—
51	a-dossari/Medical_Image_Annotation_Job This project is one of the projects required for AI for Business Nanodegree	15	Experimental	2	HTML
52	xosteve26/PULSTRAT A Web Application that predicts the presence of Pneumonia from X-Ray Images...	15	Experimental	1	JavaScript
53	mberwaki/TuberCulosis.Ai 🩺 Diagnose and refer tuberculosis cases swiftly with Tuberculosis.Ai,...	15	Experimental	1	JavaScript
54	laksh-ya/Lung-X-Ray-Project experimenting with ml and deep learning to classify lung diseases from chest...	14	Experimental	—	Jupyter Notebook
55	nourddinetaqi/Pneumonia-HybridCNN 🩻 Classify chest X-ray images as NORMAL or PNEUMONIA using a custom Hybrid...	14	Experimental	—	Python
56	akkik04/PulmoLens Pneumonia detection ML model deployed as a serverless REST API	14	Experimental	9	Jupyter Notebook
57	Ashwashhere/MedicalMachineLearning This project is a machine learning investigation focused on predicting the...	14	Experimental	—	Jupyter Notebook
58	GeoRouv/pneumonia-detection 🎈 A two-headed classification model to detect pneumonia using neural...	14	Experimental	9	Jupyter Notebook
59	AryaKoureshi/automated-pneumonia-diagnosis-efficientnet A complete workflow for automated diagnosis of pneumonia from chest X‑ray...	13	Experimental	2	Jupyter Notebook
60	alpereee/zaturre_tespit 🫁 Python ve Evrişimli Sinir Ağları (CNN) kullanılarak akciğer...	13	Experimental	2	Jupyter Notebook
61	AlyyanAhmed21/Chest-X-ray-Pneumonia-Detection-with-ViT An end-to-end MLOps project for Pneumonia Detection using a fine-tuned...	13	Experimental	—	Python
62	bereml/metachest MetaChest is publicly available dataset patology classification on chest...	13	Experimental	2	Jupyter Notebook
63	CrispenGari/pneumonia-infection (computer vision in hosipitals) this is a simple rest api that classifies...	13	Experimental	5	TypeScript
64	Pegah-Ardehkhani/Pneumonia-Diagnosis-in-Chest-X-ray-Images Detect Pneumonia Using Deep Learning Models (CNN and InceptionV3)	13	Experimental	5	Jupyter Notebook
65	beingaryan/Chest-Xray-Pneumonia-Prediction Chest-Xray-Pneumonia-Prediction built with OpenCV, Keras/TensorFlow using...	13	Experimental	7	Jupyter Notebook
66	akshatha130/Detection_of_Scoliosis This Scoliosis Detection Application is a deep learning-based web...	13	Experimental	2	Jupyter Notebook
67	ErphanRajai/effnet_b0_nih_2026 Multi-label thoracic disease classification on NIH Chest X-ray 14 using...	13	Experimental	2	Jupyter Notebook
68	alsaniie/X-ray-Image-Classification-using-Transfer-Learning Our Python project aims to automate the classification of X-ray images by...	12	Experimental	4	Jupyter Notebook
69	dailoht/Epitech_Zoidberg2.0 CNN to detect pneumonia on chest images	12	Experimental	3	HTML
70	bnutfilloyev/chest-xray-pneumonia-detection 🏥 Advanced AI-powered pneumonia detection system using chest X-ray analysis...	12	Experimental	1	TypeScript
71	hafsaabid416/Pneumonia_Detection_using_Transfer_Learning Using deep learning to detect pneumonia from chest X-ray images	11	Experimental	2	Jupyter Notebook
72	foroughm423/Pneumonia_Classification_CNN Pneumonia Detection using CNN with PyTorch vs TensorFlow, Flask app, and Docker	11	Experimental	—	Jupyter Notebook
73	ahmetai-cell/pneumothorax-ai-detection 🫁 TÜBİTAK 2209-A — Chest X-ray pnömotoraks tespiti: Deep Learning + Görüntü İşleme	11	Experimental	—	Python
74	Im-Mohammed/PneumoniaDetectionModel A healthcare-focused AI tool that analyzes chest X-ray images to assist in...	11	Experimental	—	CSS
75	samir-m0hamed/EfficientNet-Based-Pneumonia-Detection-from-Chest-X-Ray-Images High-performance binary classification system for automated pneumonia...	11	Experimental	—	Jupyter Notebook
76	hannahjan06/X-ray-Slab-B-Kaggle A deep learning ensemble model built for multi-label chest X-ray...	11	Experimental	7	Jupyter Notebook
77	singleshade8/pneumonia-detection-vgg16 Pneumonia detection from chest X-ray images using VGG16 (transfer learning)...	11	Experimental	—	HTML
78	mma666/Pneumonia-Detection-Computer-Vision Pneumonia Detection (Computer Vision Application)	11	Experimental	2	Jupyter Notebook
79	karantiet/Pneumonia-Detection_AI This project uses a pre-trained ResNet50 model from the FastAI library to...	11	Experimental	2	Jupyter Notebook
80	darshan03s/pneumonia-detection Pneumonia-prediction using deep learning	11	Experimental	—	HTML
81	Harsh-39/Pneumonia-Detection CNN-based Pneumonia Detection Project using Chest X-ray Images \| AI/ML Final...	11	Experimental	—	HTML
82	al-roberts-computing/lung-classification-pytorch-lightning This repository contains an IPython Notebook detailing the process of...	11	Experimental	—	Jupyter Notebook
83	samir-m0hamed/Automated-Medical-Diagnosis-via-ResNet50 Deep learning pipeline for automated pneumonia detection from chest X-ray...	11	Experimental	—	Jupyter Notebook
84	KunapuliBalaSriSarvani/pneumonia-detection-ai AI web app to detect Pneumonia from Chest X-ray using Deep Learning (Flask + PyTorch)	11	Experimental	—	Python
85	shmishtopher/pneumonia-CNN 🩺 Detect pneumonia in chest x-ray images using a deep convolutional network.	10	Experimental	1	JavaScript
86	ayoubmesquiny/Pneumonia-Detection-from-chest-x-rays Building an interactive web application using Streamlit to classify chest...	10	Experimental	1	—
87	iamwendellbalagot/pneumonia-detection-frontend Pneumonia Detection from Chest X-Ray Images using convolutional neural networks.	10	Experimental	1	JavaScript
88	AbdullahHDev/AI-LungClassification This ML project uses several CNN's to evaluate which is the best model in...	10	Experimental	1	Jupyter Notebook
89	somaiaahmed/Pneumonia-Detection-GANS Final project for Samsung Innovation Campus (SIC)	10	Experimental	1	Jupyter Notebook
90	VivekShinde7/Tuberculosis-Vision-Scan Tuberculosis Vision Scan is an AI-driven tool for detecting tuberculosis...	10	Experimental	1	HTML

Comparisons in this category

Chest-Pneumonia-Detection-using-Deep-Learning-Various-Architecture and Pneumonia-Detection-on-Chest-Xray-Images-with-Deep-Leaning (31 vs 31)