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 104 chest xray pathology detection frameworks tracked. 2 score above 50 (established tier). The highest-rated is brucechou1983/CheXNet-Keras at 51/100 with 301 stars.

Get all 104 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	brucechou1983/CheXNet-Keras This project is a tool to build CheXNet-like models, written in Keras.	51	Established	301	Python
2	jrzech/reproduce-chexnet Reproduce CheXNet	50	Established	199	Jupyter Notebook
3	dstrick17/DacNet Reproducing and Improving CheXNet: Deep Learning for Chest X-ray Disease...	49	Emerging	17	Jupyter Notebook
4	gregwchase/nih-chest-xray Identifying diseases in chest X-rays using convolutional neural networks	47	Emerging	100	Jupyter Notebook
5	rmcnew/Pneumonia_Classifier Machine Learning Image Classification of Pediatric Chest X-Rays to Detect Pneumonia	46	Emerging	7	Jupyter Notebook
6	arnoweng/CheXNet A pytorch reimplementation of CheXNet	43	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!	42	Emerging	15	—
8	edaaydinea/Pneumonia-Detection-on-Chest-Xray-Images-with-Deep-Leaning This repository includes pneumonia detection on Chest X-ray Images by using...	38	Emerging	21	Jupyter Notebook
9	iamsuvhro/Chest-Pneumonia-Detection-using-Deep-Learning-Various-Architecture In this repository,i will apply a bunch of various Neural Network...	38	Emerging	14	Jupyter Notebook
10	SLAMPAI/large-scale-pretraining-transfer Code for reproducing the experiments on large-scale pre-training and...	37	Emerging	19	Jupyter Notebook
11	sorna-fast/tb-chest-xray-classifier TB Chest X-Ray Classifier - Deep learning model for Tuberculosis detection ...	37	Emerging	5	Jupyter Notebook
12	AIM-Harvard/CXR-Lung-Risk Deep learning to estimate lung-related mortality from chest radiographs.	36	Emerging	9	Jupyter Notebook
13	Divyam6969/Pneumonia-Detection-using-FastAI This project uses a pre-trained ResNet50 model from the FastAI library to...	36	Emerging	13	Jupyter Notebook
14	tae898/room-classification Room type classification	36	Emerging	14	Jupyter Notebook
15	MMADUs/Tuberculosis-Detection Simple Tuberculosis Binary Classifier with CNN using Keras	34	Emerging	3	Jupyter Notebook
16	thetahmeed/SE-MobileNet-Lung-Disease-Classifier An interpretable lightweight squeeze-and-excitation block-based deep...	34	Emerging	1	Jupyter Notebook
17	ilias-ant/x-ray-abnormality-detection An attempt at the Bone X-Ray Deep Learning Competition (Stanford ML Group).	33	Emerging	7	Jupyter Notebook
18	kbhujbal/LungGuardianAI-pneumonia_detection_from_chest_xrays_with_transfer_learning State-of-the-Art Pneumonia detection from chest X-rays system using...	33	Emerging	6	Python
19	ayushirathour/chest-xray-pneumonia-detection-ai AI-powered chest X-ray pneumonia detection with 86% accuracy and 96.4%...	33	Emerging	10	Python
20	sunnynguyen-ai/medical-image-classifier Deep learning model for pneumonia detection in chest X-rays using TensorFlow...	32	Emerging	12	Python
21	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...	32	Emerging	29	Python
22	wilhelmberghammer/pneumonia_detection Pneumonia Detection using machine learning - with PyTorch	32	Emerging	13	Python
23	tayebiarasteh/DP_CXR Building an AI model for chest X-ray under patient privacy guarantees	32	Emerging	4	Python
24	MMansy19/cdss-xray-app AI-powered Clinical Decision Support System (CDSS) for chest X-ray analysis,...	31	Emerging	19	TypeScript
25	inuwamobarak/chest-xray-pneumonia-detection Pneumonia identification from chest x-ray images using deep learning...	31	Emerging	17	Jupyter Notebook
26	TeamSemiSuperCV/semi-super Semi/Self-Supervised Learning on a Pediatric Pneumonia Dataset	30	Emerging	11	Jupyter Notebook
27	AjayTiwari94/Medical-Imaging-Diagnosis This system includes a Medical Imaging Diagnosis Agent that processes chest...	30	Emerging	2	Python
28	SuperDataScience-Community-Projects/SDS-CP021-pneumonia-detection A deep learning project which tries to detect pneumonia in patients using...	29	Experimental	2	Jupyter Notebook
29	bhimrazy/voyage-imaging Tuberculosis (TB) Detection from Chest X-ray using Deep Transfer Learning (PyTorch)	28	Experimental	8	Jupyter Notebook
30	paulinamoskwa/Pediatric-Pneumonia-Chest-X-Ray Pediatric pneumonia image classification with (strongly) imbalanced data via...	27	Experimental	5	HTML
31	kjaisingh/Pneumonia-Diagnosis A Convolutional Neural Network that is able to detect whether a patient has...	26	Experimental	8	Python
32	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...	26	Experimental	8	Jupyter Notebook
33	Yashwanth-23/Pneumonia-detection-using-CNN This project is done as part of the Machine Learning subject in our curriculum.	25	Experimental	11	Jupyter Notebook
34	MLD3/Deep-Learning-Applied-to-Chest-X-rays-Exploiting-and-Preventing-Shortcuts [MLHC 2020] Deep Learning Applied to Chest X-Rays: Exploiting and Preventing...	25	Experimental	8	Jupyter Notebook
35	DLinRadiology/First_model_chest_x-ray_classification First attempt at a deep learning application for radiology. For learning purposes.	25	Experimental	6	Jupyter Notebook
36	Karan-Malik/ConvNet CNN to detect Pneumonia using Chest X-Rays	25	Experimental	21	Python
37	abdulmanafsahito/Pediatric-Chest-Pneumonia-Classification This project is all about interpreting Chest X-ray images, and the task is...	24	Experimental	6	Jupyter Notebook
38	RoshniRanaDS27/ML-Deep_Learning-Image_recognition_Tensorflow_Chest_X-Ray_Detection_APP # Pneumonia Detection - Machine Learning-DEEP_LEARNING Code for chest X-Ray...	23	Experimental	3	Jupyter Notebook
39	SeyedRumaiz/RespiraNet AI-powered Chest X-Ray Pneumonia Detection using Deep Learning	22	Experimental	—	Jupyter Notebook
40	a-dossari/Medical_Image_Annotation_Job This project is one of the projects required for AI for Business Nanodegree	22	Experimental	2	HTML
41	xosteve26/PULSTRAT A Web Application that predicts the presence of Pneumonia from X-Ray Images...	22	Experimental	1	JavaScript
42	Subhajit14mandal/chest-xray-pneumonia-detection-deep-learning CNN-based pneumonia detection from chest X-ray images using Xception...	22	Experimental	—	Jupyter Notebook
43	ErphanRajai/pneumonia-resnet18 Pneumonia detection using ResNet-18 with Grad-CAM heatmaps for explainable...	21	Experimental	—	Jupyter Notebook
44	CodeMesh39/Pneumonia-Detection-Deep-Learning Deep learning system for automated pneumonia detection from chest X-ray...	21	Experimental	—	Jupyter Notebook
45	GeoRouv/pneumonia-detection 🎈 A two-headed classification model to detect pneumonia using neural...	21	Experimental	9	Jupyter Notebook
46	akkik04/PulmoLens Pneumonia detection ML model deployed as a serverless REST API	21	Experimental	9	Jupyter Notebook
47	twishapatel12/Pneumonia-Detector-AI Explainable AI for Pneumonia Detection from Chest X-rays. Fast Streamlit app...	21	Experimental	8	Python
48	aahmadnejad/BiasCXR This repository is a debiassing project on CXR Dataset with embedding which...	21	Experimental	7	Python
49	ayush13-0/PulmoVision-Pro-AI-Powered-Pneumonia-Detection 🩺🤖 PulmoVision Pro — AI-powered Pneumonia Detection from Chest X-Rays with...	21	Experimental	2	—
50	beingaryan/Chest-Xray-Pneumonia-Prediction Chest-Xray-Pneumonia-Prediction built with OpenCV, Keras/TensorFlow using...	20	Experimental	7	Jupyter Notebook
51	Pegah-Ardehkhani/Pneumonia-Diagnosis-in-Chest-X-ray-Images Detect Pneumonia Using Deep Learning Models (CNN and InceptionV3)	20	Experimental	5	Jupyter Notebook
52	CrispenGari/pneumonia-infection (computer vision in hosipitals) this is a simple rest api that classifies...	20	Experimental	5	TypeScript
53	alpereee/zaturre_tespit 🫁 Python ve Evrişimli Sinir Ağları (CNN) kullanılarak akciğer...	19	Experimental	2	Jupyter Notebook
54	dailoht/Epitech_Zoidberg2.0 CNN to detect pneumonia on chest images	19	Experimental	3	HTML
55	bereml/metachest MetaChest is publicly available dataset patology classification on chest...	19	Experimental	2	Jupyter Notebook
56	seba39399/Proyecto_Deteccion_Neumonia El proyecto permite detectar una condición viral o normal en neumonía.	19	Experimental	—	Python
57	alsaniie/X-ray-Image-Classification-using-Transfer-Learning Our Python project aims to automate the classification of X-ray images by...	19	Experimental	4	Jupyter Notebook
58	Sujith-RMD/Pneumonia-AI 🫁 Deep learning-powered pneumonia detection from chest X-rays using...	19	Experimental	—	Python
59	AryaKoureshi/automated-pneumonia-diagnosis-efficientnet A complete workflow for automated diagnosis of pneumonia from chest X‑ray...	19	Experimental	2	Jupyter Notebook
60	mma666/Pneumonia-Detection-Computer-Vision Pneumonia Detection (Computer Vision Application)	18	Experimental	2	Jupyter Notebook
61	hafsaabid416/Pneumonia_Detection_using_Transfer_Learning Using deep learning to detect pneumonia from chest X-ray images	18	Experimental	2	Jupyter Notebook
62	bnutfilloyev/chest-xray-pneumonia-detection 🏥 Advanced AI-powered pneumonia detection system using chest X-ray analysis...	18	Experimental	1	TypeScript
63	karantiet/Pneumonia-Detection_AI This project uses a pre-trained ResNet50 model from the FastAI library to...	18	Experimental	2	Jupyter Notebook
64	mberwaki/TuberCulosis.Ai 🩺 Diagnose and refer tuberculosis cases swiftly with Tuberculosis.Ai,...	18	Experimental	1	JavaScript
65	VivekShinde7/Tuberculosis-Vision-Scan Tuberculosis Vision Scan is an AI-driven tool for detecting tuberculosis...	17	Experimental	1	HTML
66	Unixx291/Deep-Learning-for-Lung-Disease-Diagnosis-Enhancing-Early-Detection-with-AI- CNN model enhanced with Squeeze-and-Excitation blocks for disease detection...	17	Experimental	—	—
67	iamwendellbalagot/pneumonia-detection-frontend Pneumonia Detection from Chest X-Ray Images using convolutional neural networks.	17	Experimental	1	JavaScript
68	AbdullahHDev/AI-LungClassification This ML project uses several CNN's to evaluate which is the best model in...	17	Experimental	1	Jupyter Notebook
69	somaiaahmed/Pneumonia-Detection-GANS Final project for Samsung Innovation Campus (SIC)	17	Experimental	1	Jupyter Notebook
70	ayoubmesquiny/Pneumonia-Detection-from-chest-x-rays Building an interactive web application using Streamlit to classify chest...	17	Experimental	1	—
71	shmishtopher/pneumonia-CNN 🩺 Detect pneumonia in chest x-ray images using a deep convolutional network.	17	Experimental	1	JavaScript
72	akshatha130/Detection_of_Scoliosis This Scoliosis Detection Application is a deep learning-based web...	16	Experimental	2	Jupyter Notebook
73	marinocom/Early-detection-of-neonatal-sepsis-using-thermal-images AI-powered thermal imaging system for early neonatal sepsis detection in...	16	Experimental	2	Jupyter Notebook
74	laksh-ya/Lung-X-Ray-Project experimenting with ml and deep learning to classify lung diseases from chest...	16	Experimental	—	Jupyter Notebook
75	gimnathperera/Pneumonia-detection-CNN 💊 Deep learning-based pneumonia classification project using TensorFlow and...	15	Experimental	28	Jupyter Notebook
76	hannahjan06/X-ray-Slab-B-Kaggle A deep learning ensemble model built for multi-label chest X-ray...	15	Experimental	7	Jupyter Notebook
77	ErphanRajai/effnet_b0_nih_2026 Multi-label thoracic disease classification on NIH Chest X-ray 14 using...	15	Experimental	2	Jupyter Notebook
78	Hazrat-Ali9/PneumoScan-AI 📒 PneumoScan 📕 AI 📓 is an 📙 AI 📘 powered 📗 medical 🧰 imaging 🪣 designed 👔 to...	15	Experimental	2	—
79	Ashwashhere/MedicalMachineLearning This project is a machine learning investigation focused on predicting the...	14	Experimental	—	Jupyter Notebook
80	samir-m0hamed/EfficientNet-Based-Pneumonia-Detection-from-Chest-X-Ray-Images High-performance binary classification system for automated pneumonia...	13	Experimental	—	Jupyter Notebook
81	singleshade8/pneumonia-detection-vgg16 Pneumonia detection from chest X-ray images using VGG16 (transfer learning)...	13	Experimental	—	HTML
82	samir-m0hamed/Automated-Medical-Diagnosis-via-ResNet50 Deep learning pipeline for automated pneumonia detection from chest X-ray...	13	Experimental	—	Jupyter Notebook
83	Im-Mohammed/PneumoniaDetectionModel A healthcare-focused AI tool that analyzes chest X-ray images to assist in...	13	Experimental	—	CSS
84	darshan03s/pneumonia-detection Pneumonia-prediction using deep learning	13	Experimental	—	HTML
85	Harsh-39/Pneumonia-Detection CNN-based Pneumonia Detection Project using Chest X-ray Images \| AI/ML Final...	13	Experimental	—	HTML
86	al-roberts-computing/lung-classification-pytorch-lightning This repository contains an IPython Notebook detailing the process of...	13	Experimental	—	Jupyter Notebook
87	nourddinetaqi/Pneumonia-HybridCNN 🩻 Classify chest X-ray images as NORMAL or PNEUMONIA using a custom Hybrid...	13	Experimental	—	Python
88	KunapuliBalaSriSarvani/pneumonia-detection-ai AI web app to detect Pneumonia from Chest X-ray using Deep Learning (Flask + PyTorch)	13	Experimental	—	Python
89	Sheshank-singh/TB-Detection-using-Segmentation-Classification-and-XAI AI-based Tuberculosis (TB) detection system using lung segmentation...	12	Experimental	1	JavaScript
90	Arjun-08/Federated-learning-over-IOMT This project implements federated learning using a ResNet-34 model to...	12	Experimental	5	Jupyter Notebook
91	Amir-Hofo/Pneumonia_Classifier_Using_Chest_XRay In this notebook, we perform a binary classification on chest X-ray images...	12	Experimental	7	Jupyter Notebook
92	djdhairya/Pneumonia-Detection https://youtu.be/1SQIrxhMuUs?si=lF2cg8eTnETf-5Qx	11	Experimental	—	Jupyter Notebook
93	adityakapole/Pneumonia-CNN This project aims to classify lung images to determine whether a person is...	11	Experimental	—	Jupyter Notebook
94	Gautham0011/Pneumonia-Detection-Using-Deep-Learning In this Project we aim to dive into a Present Societal Pandemic issue which...	11	Experimental	3	HTML
95	foroughm423/Pneumonia_Classification_CNN Pneumonia Detection using CNN with PyTorch vs TensorFlow, Flask app, and Docker	11	Experimental	—	Jupyter Notebook
96	ahmetai-cell/pneumothorax-ai-detection 🫁 TÜBİTAK 2209-A — Chest X-ray pnömotoraks tespiti: Deep Learning + Görüntü İşleme	11	Experimental	—	Python
97	HassanRady/Pneumonia-Classification Classifying chest x rays whether its normal or pneumonia using vgg16 network...	11	Experimental	—	Jupyter Notebook
98	tayebiarasteh/chestx_domain Comprehensive Analysis of Domain Transferability Using Deep-Learning-Based...	11	Experimental	—	Python
99	mustafaozvardar/Image-Classification-WebApp This project features an AI model for diagnosing pneumonia from chest X-ray...	11	Experimental	—	Python
100	Koldim2001/transfer_learning_CNN Бинарная классификация рентгеновских снимков грудной клетки. Определение...	11	Experimental	4	Jupyter Notebook
101	abidplabon/Pneumonia-X-Ray-Detection This is a simple cross platform application with flutter combined with...	11	Experimental	3	Dart
102	jdcarvajalc/pulmonary-tuberculosis-screening This project is a Flask web application that integrates with TensorFlow a...	11	Experimental	1	CSS
103	kanishk1046/Pneumonia-detection-using-machine-learning This program designed to detect pneumonia using machine learning typically...	10	Experimental	2	C
104	Arjun-08/Image-classification-model This repository hosts code for a deep learning project focused on...	10	Experimental	2	Jupyter Notebook

Comparisons in this category

reproduce-chexnet and DacNet (50 vs 49) Pneumonia-Detection-on-Chest-Xray-Images-with-Deep-Leaning and Chest-Pneumonia-Detection-using-Deep-Learning-Various-Architecture (38 vs 38)