Predicting Respiratory Diseases from audio base input of coughing and sneezes.
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Feb 21, 2024 - Jupyter Notebook
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respiratory-disease
Here are 10 public repositories matching this topic...
Smart, portable spirometer with real-time lung function analysis and mobile app integration for accessible respiratory health monitoring.
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Jun 2, 2025 - Dart
MPH Capstone Data Management & Analysis
data-science biostatistics informatics epidemiology influenza communicable-disease thesis-project disease-prediction preparedness mph respiratory-disease respiratory-virus-response local-public-health data-modernization
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Feb 16, 2024 - Python
Lung Sound Classification Models
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May 20, 2025 - Jupyter Notebook
A Python-based dataset of high-quality respiratory sound recordings, annotated for machine learning tasks focused on detecting lung conditions like wheezes and crackles. It includes preprocessed audio, annotations, and subject metadata for research in respiratory health.
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Oct 4, 2024
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Sep 2, 2025 - Python
A full-stack deep learning application that analyzes lung or breath sounds to detect diseases like asthma, COPD, and pneumonia using spectrograms and a trained CNN model. Built using Flask, TensorFlow, and Librosa
python flask deep-learning tensorflow cnn healthcare audio-classification librosa respiratory-disease
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Aug 8, 2025
Code to accompany "Use of Patient-Reported Symptom Data in Clinical Decision Rules for Predicting Influenza in a Telemedicine Setting" by Billings et al, JABFM 2023
modeling biostatistics epidemiology influenza triage telemedicine cohort-studies infectious-disease respiratory-disease clinical-decision
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Nov 10, 2023 - R
AI-powered respiratory disease detection using deep learning on audio spectrograms | Published IEEE Research | Multi-class classification of 8 respiratory conditions including COPD, Asthma, and Pneumonia
machine-learning research deep-learning tensorflow keras jupyter-notebook cnn resnet audio-classification audio-processing biomedical-engineering multiclass-classification mel-spectrograms efficientnet medical-ai medical-diagnosis healthcare-ai ieee-paper respiratory-disease icbhi-dataset
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Jul 15, 2025 - Jupyter Notebook
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