lung 开源项目推荐（86 个）

BMIRDS /deepslide

《自然科学报告》论文代码，题为“深神经网络切除肺腺癌切片的病理学层面组织学模式分类”。用于高分辨率全片图像分类的滑动窗口框架，通常用于显微镜或组织病理图像。

jaeho3690 /LIDC-IDRI-Preprocessing

This is the preprocessing step of the LIDC-IDRI dataset

LiquidFun /Airway

Automatic classification of tertiary bronchi based on bronchus masks using a rule-based approach.

junqiangchen /MedicalImageProcessExample

There are some examples of 3D Medical Image Process

moucheng2017 /EM-BPL-Semi-Seg

[MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation

taznux /lung-image-analysis

A basic framework for pulmonary nodule detection and characterization in CT

junqiangchen /LungLobeSegmentation

Lobe Segmentation

wenyalintw /Nodule-CADx

Pulmonary nodules computer-aided diagnosis demo system.

PulmonaryMRI /imoco_recon

iterative Motion Compensation (iMoCo) reconstruction for MRI. Includes both Matlab and Python implementations. reference doi 10.1002/mrm.27998

Torabiy /HLS-CMDS

Heart and Lung Sounds Dataset Recorded from a Clinical Manikin using Digital Stethoscope (HLS-CMDS)

YeongHyeon /Lung_Extraction_from_CXR

Lung Extraction from Chest X-ray for Efficient Computing

pzaffino /COVID19-intensity-labeling

Code for COVID19 CT labeling. Submillimetric CT dataset provided as well.

choilab-jefferson /LungCancerScreeningRadiomics

Lung cancer screening radiomics

bedead /lung-cancer-classification-yoloV8---gradio

The model is based on a YOLOv8 (Deep learning Neural network architecture) and is trained on the publicly available dataset, which consists of lung CT scans of patients with and without lung cancer.

andreped /PLS-Net

Reimplementation of the PLS-Net architecture used for lung lobe segmentation in CT

healthcAIr /LuVoX

Workflow-centred open-source fully automated lung volumetry in chest CT.

fluxtronic-medical /Fluxtronic

Um projeto Brasileiro para combate ao COVID19.

Projects-Developer /Lung-Cancer-Detection-Project

Final year Btech Lung-Cancer-Detection-Project with code and documents. Project Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

sensynehealth /lung-ct-covid-pathology-detection

Early exploration of detecting signs of lung pathology in COVID-19 Lung CT cases

Satnam00 /OSIC-Pulmonary-Fibrosis-Progression-Predict-lung-function-decline

In this competition, we’ll predict a patient’s severity of decline in lung function based on a CT scan of their lungs. We’ll determine lung function based on output from a spirometer, which measures the volume of air inhaled and exhaled.