Code repository for the paper “Deep Learning for Detecting and Early Predicting Chronic Obstructive Pulmonary Disease from Spirogram Time Series”
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Jul 20, 2025 - Python
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copd
Here are 23 public repositories matching this topic...
RDLINet: A Novel Lightweight Inception Network for Respiratory Disease Classification Using Lung Sounds (IEEE TIM-2024)
deep-learning lightweight-framework inception-architecture copd lightweight-cnn respiratory-sounds respiratory-illnesses lung-sound-classification lung-sound icbhi17 icbhi-dataset
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Mar 24, 2025 - Jupyter Notebook
(Ongoing Project) Uses CDC data to map the burden of Chronic Obstructive Pulmonary Disorder (COPD) and uses machine learning to determine health factors that may be related to likelihood of its development..
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Apr 3, 2023 - Jupyter Notebook
VGAResNet: A Unified Visibility Graph Adjacency Matrix-Based Residual Network for Chronic Obstructive Pulmonary Disease Detection Using Lung Sounds
deep-learning signal-processing matlab filter signal resnet visibility-graph adjacency-matrix graph-signal-processing discrete-fourier-transform copd respiratory-sounds lung-sound-classification lung-sound copd-patients
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May 2, 2025 - MATLAB
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.
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Feb 19, 2023 - Jupyter Notebook
MDPD - Microbiome Database of Pulmonary Diseases
css html php r database js plotly lung-cancer microbiome cytoscapejs tuberculosis biomarkers asthma pneumonia copd lung-disease covid cystic-fibrosis
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Jul 29, 2025 - PHP
Image Registration on Chest CT Volumes
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Mar 21, 2022 - Jupyter Notebook
Lung image analysis pipeline for topological PRM maps
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May 18, 2025 - Python
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.
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Jan 5, 2024 - Jupyter Notebook
Mobile app for insights in the user data and uploading the data to the cloud
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Jun 13, 2019 - C#
Pulmo-TS2ONN: A Novel Triple Scale Self Operational Neural Network for Pulmonary Disorder Detection Using Respiratory Sounds (IEEE TIM-2024)
asthma pneumonia-detection copd respiratory-sounds lung-sound-classification lung-sound icbhi17 icbhi-dataset pulmonary-disease
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Oct 15, 2024 - Jupyter Notebook
A convolutional neural network (CNN) based model designed for efficient COPD detection using lung sound recordings
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Oct 16, 2025 - Python
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
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Oct 11, 2024 - R
Machine learning approaches to classify stable and exacerbation stages of COPD
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May 13, 2025 - R
Predicting Hospital Anxiety and Depression in Chronic Obstructive Pulmonary Disease Patients
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Jun 4, 2020 - R
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