chest-xrays 开源项目推荐（134 个）

bowang-lab /MedRAX

MedRAX: Medical Reasoning Agent for Chest X-ray - ICML 2025

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 Chest X-rays and CT Scans using four Transfer Learning algorithms: VGG16, ResNet50, InceptionV3, Xception. The models were trained for 500 epochs on around 1000 Chest X-rays and around 750 CT Scan images on Google Colab GPU. A Flask App was later developed wherein user can…

gregwchase /nih-chest-xray

Identifying diseases in chest X-rays using convolutional neural networks

omar-mohamed /GPT2-Chest-X-Ray-Report-Generation

This is the implementation of the CDGPT2 model mentioned in our paper 'Automated Radiology Report Generation using Conditioned Transformers'

yaoli /chest_xray_14

NIH 胸部X光14数据集的基准测试

n0obcoder /NIH-Chest-X-Rays-Multi-Label-Image-Classification-In-Pytorch

Multi-Label Image Classification of Chest X-Rays In Pytorch

ekagra-ranjan /AE-CNN

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

X-iZhang /Libra

[ACL 2025] ⚖️ Temporally-aware MLLM for Biomedical Radiology Analysis and Report Generation. Flexible toolkit with MLLM backbone support, real-time validation, training resumption, and smart model saving.

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

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

mk-runner /SEI

[MICCAI'24] Structural Entities Extraction and Patient Indications Incorporation for Chest X-ray Report Generation

pdpino /medical-ai

Code used for the MLMI 2021 paper Clinically Correct Report Generation from Chest X-Rays Using Templates

batmanlab /ICML-2023-Route-interpret-repeat

[ICML 2023] Official repository of paper: Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat

ukaukaaaa /GazeGNN

Official Code for GazeGNN: A Gaze-guided Graph Neural Network for Chest X-ray Classification [WACV 2024]

junjie-shentu /CXR-IRGen

Implementation of the paper "CXR-IRGen: An Integrated Vision and Language Model for the Generation of Clinically Accurate Chest X-Ray Image-Report Pairs" (WACV 2024)

xinario /chestViewSplit

Automatically split the chest x-ray into two views

mdalmas /covid19_xray_detection

Detecting Covid 19 in a person using PA Chest X-ray images, Using Deep-learning & Tensorflow

X-iZhang /CCD

[ACL 2026] 📷 CCD: Mitigating Hallucinations in Radiology MLLMs via Clinical Contrastive Decoding — A flexible, plug-and-play toolkit for various radiology MLLM backbones, further boosting overall performance

yindavidyang /chestxray

Source code for Youtube tutorial series on chest X-ray auto diagnosis

ayushirathour /chest-xray-pneumonia-detection-ai

AI-powered chest X-ray pneumonia detection with 86% accuracy and 96.4% sensitivity, validated on an independent (cross-operator) cohort of 485 pediatric samples. Built with TensorFlow & FastAPI.

scotthlee /hamlet

Deep learning for interpreting chest x-rays