Code repository for the paper “Deep Learning for Detecting and Early Predicting Chronic Obstructive Pulmonary Disease from Spirogram Time Series”
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Updated
Jul 20, 2025 - Python
Code repository for the paper “Deep Learning for Detecting and Early Predicting Chronic Obstructive Pulmonary Disease from Spirogram Time Series”
Lung image analysis pipeline for topological PRM maps
A convolutional neural network (CNN) based model designed for efficient COPD detection using lung sound recordings
COPD/asthma extubation-failure transportability workflow with deployment-gated clinical annotation
Clinical ML for COPD comorbidities (arrhythmia/HF) with feature engineering, LASSO and baseline analyses.
Deep learning framework for COPD data analysis, integrating preprocessing, model training, interpretability, and figure generation pipelines. Supports reproducible research and publication-ready results.
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