R package for COPD ADO index score

"COPD Help" / "Ayuda EPOC" Android App

Pulmo-TS2ONN: A Novel Triple Scale Self Operational Neural Network for Pulmonary Disorder Detection Using Respiratory Sounds (IEEE TIM-2024)

R package for COPD CODEX index score

R package for COPD DOSE index score

A convolutional neural network (CNN) based model designed for efficient COPD detection using lung sound recordings

Mobile app for insights in the user data and uploading the data to the cloud

AWS related configuration and code

Machine learning approaches to classify stable and exacerbation stages of COPD

Clinical ML for COPD comorbidities (arrhythmia/HF) with feature engineering, LASSO and baseline analyses.

R code for the data management and statistical analysis performed for the project Phenotyping Patients with COPD and Heart Failure: Data from the Swedish Heart Failure Registry

De novo discovery of traits co-occurring with chronic obstructive pulmonary disease.

Assessing the computational reproducibility of Johnson et al. 2021 as part of STARS.

A Novel Multi-Head Self-Organized Operational Neural Network Architecture for Chronic Obstructive Pulmonary Disease Detection Using Lung Sounds (IEEE TASLP-2024)

Predicting Hospital Anxiety and Depression in Chronic Obstructive Pulmonary Disease Patients

Lung image analysis pipeline for topological PRM maps

Image Registration on Chest CT Volumes

Registration of image sets and reference data of inspiratory and expiatory breath-hold CT image pairs acquired from the National Heart Lung Blood Institute COPDgene study archive. This project was developed for a course titled "Medical Image Registration and Applications" - MIRA under MAIA master program.

MDPD - Microbiome Database of Pulmonary Diseases

The COPD doctor is a machine learning pipeline that detects whether a patient has gotten COPD by analyzing the input textual descriptions from the patient.