chest-radiography 开源项目推荐（9 个）

lindawangg /COVID-Net

COVID-Net Open Source Initiative

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…

scotthlee /hamlet

Deep learning for interpreting chest x-rays

cvit-mip /chextriev

[MICCAI 2024] Official implementation of "CheXtriev: Anatomy-Centered Representation for Case-Based Retrieval of Chest Radiographs". We present CheXtriev, a graph-based, anatomy-aware framework for chest radiograph retrieval, inspired by the systematic approach radiologists use to interpret radiographs and grounded in evidence-based anatomy.

AFAgarap /pt-datasets

PyTorch dataset loader for image, text, malware, and medical classification datasets

AlexDelitzas /x-covid-ai-assistant

A Web Application to detect signs of COVID-19 presence from Chest X-Rays using Deep Learning

rasoulameri /ETT_Carina_Segmentation

Implements a UNet-based medical image segmentation framework for precise detection of the carina and endotracheal tube tip, supporting automated clinical evaluation of airway placement.

gohyunsu /finding-level-gaze-targets

Finding-level gaze target construction from complete chest-radiograph scanpaths

huyhoang17 /stanford-chest-radiography-competition

Solution for chest radiography competition [Stanford] - https://stanfordmlgroup.github.io/competitions/chexpert/