pulmonary

wenyalintw/Nodule-CADx

Pulmonary nodules computer-aided diagnosis demo system.

zabir-nabil/Fibro-CoSANet

Idiopathic pulmonary fibrosis (IPF) is a restrictive interstitial lung disease that causes lung function decline by lung tissue scarring. Although lung function decline is assessed by the forced vital capacity (FVC), determining the accurate progression of IPF remains a challenge. To address this challenge, we proposed Fibro-CoSANet, a novel end-to-end multi-modal learning-based approach, to predict the FVC decline. Fibro-CoSANet utilized CT images and demographic information in convolutional neural network frameworks with a stacked attention layer. Extensive experiments on the OSIC Pulmonary Fibrosis Progression Dataset demonstrated the superiority of our proposed Fibro-CoSANet by achieving the new state-of-the-art modified Laplace Log-Likelihood score of -6.68. This network may benefit research areas concerned with designing networks to improve the prognostic accuracy of IPF.

PulmonaryMRI/imoco_recon

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

M3DV/pulmonary-tree-labeling

[MedIA‘25] Efficient anatomical labeling of pulmonary tree structures via deep point-graph representation-based implicit fields

Automate-Medical/gli2017

A TypeScript implementation of Global Lung Function Initiative's reference values for the carbon monoxide transfer factor for Caucasians

imonban/PE_annotation

clnelson2/MATLAB-G-5_ventilator_plots

Ventiltor data set visualization MATLAB tool for lung injury (pre-clinical research)

gdavis01/SAVE_Project

This is the repository for the SAVE score project

armiro/Pneumothorax-Segmentation

Identifying and segmenting pneumothorax pulmonary disease in chest x-rays. Codes and data related to SIIM-ACR Pneumothorax Segmentation Kaggle Challenge.