Respiratory Disease Detection ML Frameworks

Deep learning models for diagnosing respiratory conditions (COVID-19, COPD, pneumonia, asthma, bronchiectasis) from audio biomarkers like cough sounds, breathing sounds, and lung sounds using spectrograms, MFCCs, and CNN-LSTM architectures. Does NOT include general speech recognition, audio classification for non-medical purposes, or text-based symptom prediction.

There are 24 respiratory disease detection frameworks tracked. The highest-rated is cognizant-ai-labs/covid-xprize at 49/100 with 37 stars.

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#	Framework	Score	Tier	Stars	Language
1	cognizant-ai-labs/covid-xprize Open-source repository containing examples and documentation for the...	49	Emerging	37	Python
2	WadhwaniAI/cough-against-covid Code for the Cough Against COVID-19 (CAC) Project by Wadhwani AI	33	Emerging	37	Jupyter Notebook
3	LukasHaas/cs329s-covid-prediction This repository is a work-in-progress ML production pipeline for detecting...	33	Emerging	32	Python
4	LadyJo02/PulmoScope AI-assisted lung sound analysis tool using TCN and TCN-SNN deep learning models.	29	Experimental	2	Jupyter Notebook
5	rsarka34/VGAResNet VGAResNet: A Unified Visibility Graph Adjacency Matrix-Based Residual...	27	Experimental	5	MATLAB
6	victor369basu/Respiratory-diseases-recognition-through-respiratory-sound-with-the-help-of-deep-neural-network Prediction of respiratory diseases such as COPD(Chronic obstructive...	26	Experimental	56	Python
7	KieDani/Submission_2nd_Covid19_Competition This is our submission for the 2nd Covid19 Competition (severity prediction...	25	Experimental	13	Jupyter Notebook
8	bhavita/CovidPrediction Proof of concept for COVID-19 prediction using Patient's Xray for analysis.	23	Experimental	2	Jupyter Notebook
9	sritanmotati/lung-sound-classification Diagnosing respiratory diseases using sounds of respiratory cycles.	23	Experimental	18	Jupyter Notebook
10	fatimasood/XAI-Hybrid-Quantum-Liver-Disease-Detection Explainable Hybrid Quantum–Classical Neural Network for Liver Disease...	22	Experimental	—	HTML
11	rsarka34/RDLINet RDLINet: A Novel Lightweight Inception Network for Respiratory Disease...	21	Experimental	11	Jupyter Notebook
12	dee-ex/aicovidvn115m Giải pháp của nhóm "đi thi", đạt được Hạng 3 vòng Về đích với AUC 0.92 trong...	20	Experimental	13	Jupyter Notebook
13	Shivam-316/Respiratory-Disease-Detection Detecting Respiratory Diseases via Audio samples using Deep Learning and Librosa	20	Experimental	7	Jupyter Notebook
14	anushkamohan18/COVID-19-Detection-from-Cough-Audio-Using-Deep-Learning-and-Transformer-Based-Transfer-Learning An imbalance-aware deep learning pipeline for detecting COVID-19 from cough...	20	Experimental	1	Jupyter Notebook
15	skanderhamdi/attention_cnn_lstm_covid_mel_spectrogram Attention-based Hybrid CNN-LSTM and Spectral Data Augmentation for COVID-19...	19	Experimental	36	Python
16	rsarka34/Automated-Severity-Detection-Of-Chronic-Obstructive-Pulmonary-Disease-Using-Lung-Sounds COPD severity grading using lung sounds and machine learning	17	Experimental	2	MATLAB
17	manthan89-py/COVID-19-Detection-From-Speech-Using-Deep-Learning This repository contains project COVID-19 Detection from Speech. There are 4...	14	Experimental	9	Jupyter Notebook
18	AFLucas-UOM/Classification-of-Lung-Respiratory-Sounds ARI2201 - IAPT · Comparative analysis of machine learning and deep learning...	13	Experimental	6	Jupyter Notebook
19	wailywang/CoughYOLO-Detection Detection and identification of cough onset points based on MusicYOLO.	13	Experimental	6	Jupyter Notebook
20	darshkaushik/cough-it Cough It is an android app that leverages deep learning and acoustics to...	13	Experimental	5	JavaScript
21	AdiNarendra98/CoughVid-Covid19-Detection-from-Cough-Samples 🫁 🔉Repo for Pfizer Digital Medicine Challenge: Covid-19 Detection from Cough...	12	Experimental	3	Jupyter Notebook
22	adityahbapat/Respiratory-Disorder-Classification-Based-on-Lung-Auscultation-Sounds Respiratory Disorder Classification Based on Lung Auscultation sounds	12	Experimental	13	Jupyter Notebook
23	ritunjaym/respiratory-sound-classification-ai AI-powered respiratory disease detection using deep learning on audio...	12	Experimental	1	Jupyter Notebook
24	lasya-s-610/Lung-Sound-Classification MATLAB-based implementation of a lightweight deep learning model (RDLINet)...	11	Experimental	—	MATLAB