Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data

10 June 2020

Apinan Hasthanasombat

Papers citing "Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data"

50 / 85 papers shown

Title
Detection of Disease on Nasal Breath Sound by New Lightweight Architecture: Using COVID-19 as An Example Jiayuan She Lin Shi Peiqi Li Ziling Dong Renxing Li ... Tong Zhao Zhuochang Yang Yajie Ji Liang Feng Jiangang Chen 43 1 0 01 Apr 2025
Robust COVID-19 Detection from Cough Sounds using Deep Neural Decision Tree and Forest: A Comprehensive Cross-Datasets Evaluation Rofiqul Islam N. K. Chowdhury Muhammad Ashad Kabir 35 0 0 03 Jan 2025
From Lab to Pocket: A Novel Continual Learning-based Mobile Application for Screening COVID-19 Danny Falero Muhammad Ashad Kabir Nusrat Homaira 23 0 0 16 Oct 2024
Sustaining model performance for covid-19 detection from dynamic audio data: Development and evaluation of a comprehensive drift-adaptive framework Theofanis Ganitidis M. Athanasiou Konstantinos Mitsis K. Zarkogianni Konstantina S. Nikita 13 0 0 28 Sep 2024
Optimising MFCC parameters for the automatic detection of respiratory diseases Yuyang Yan Sami O. Simons L. V. Bemmel Lauren Reinders Frits M E Franssen V. Urovi 21 0 0 14 Aug 2024
Voice EHR: Introducing Multimodal Audio Data for Health James Anibal Hannah Huth Ming Li Lindsey A Hazen Y. Lam ... Emily Ricotta David A. Clifton Louise Thwaites Yael Bensoussan Bradford J. Wood 29 1 0 02 Apr 2024
Developing a Multi-variate Prediction Model For COVID-19 From Crowd-sourced Respiratory Voice Data Yuyang Yan Wafaa Aljbawi Sami O. Simons V. Urovi 20 5 0 12 Feb 2024
An AI-enabled Bias-Free Respiratory Disease Diagnosis Model using Cough Audio: A Case Study for COVID-19 Tabish Saeed Aneeqa Ijaz Ismail Sadiq Haneya N. Qureshi Ali Rizwan Ali Imran 25 8 0 04 Jan 2024
Towards using Cough for Respiratory Disease Diagnosis by leveraging Artificial Intelligence: A Survey Aneeqa Ijaz Muhammad Nabeel Usama Masood Tahir Mahmood M. Hashmi Iryna Posokhova Ali Rizwan Ali Imran 27 53 0 24 Sep 2023
FairComp: Workshop on Fairness and Robustness in Machine Learning for Ubiquitous Computing Sofia Yfantidou Dimitris Spathis Marios Constantinides Tong Xia N. V. Berkel FaML 26 2 0 22 Sep 2023
EDAC: Efficient Deployment of Audio Classification Models For COVID-19 Detection Andrej Jovanović Mario Mihaly Lennon Donaldson 36 0 0 11 Sep 2023
COVID-19 Detection System: A Comparative Analysis of System Performance Based on Acoustic Features of Cough Audio Signals Asmaa Shati Ghulam Mubashar Hassan Amitava Datta 47 2 0 08 Sep 2023
Beyond Accuracy: A Critical Review of Fairness in Machine Learning for Mobile and Wearable Computing Sofia Yfantidou Marios Constantinides Dimitris Spathis Athena Vakali Daniele Quercia F. Kawsar HAI FaML 26 18 0 27 Mar 2023
HEAR4Health: A blueprint for making computer audition a staple of modern healthcare Andreas Triantafyllopoulos Alexander Kathan Alice Baird Lukas Christ Alexander Gebhard ... Shahin Amiriparian K. D. Bartl-Pokorny A. Batliner Florian B. Pokorny Björn W. Schuller 39 7 0 25 Jan 2023
Visual Transformers for Primates Classification and Covid Detection Steffen Illium Robert Muller Andreas Sedlmeier Claudia Linnhoff-Popien 30 11 0 20 Dec 2022
Audio-based AI classifiers show no evidence of improved COVID-19 screening over simple symptoms checkers H. Coppock G. Nicholson Ivan Kiskin Vasiliki Koutra Kieran Baker ... Björn W. Schuller D. Pigoli S. Gilmour Stephen J. Roberts Chris Holmes 49 24 0 15 Dec 2022
Statistical Design and Analysis for Robust Machine Learning: A Case Study from COVID-19 D. Pigoli Kieran Baker Jobie Budd L. Butler H. Coppock ... Stephen J. Roberts Björn W. Schuller Ana Tendero Cañadas T. Thornley Alexander Titcomb 11 2 0 15 Dec 2022
A large-scale and PCR-referenced vocal audio dataset for COVID-19 Jobie Budd Kieran Baker E. Karoune H. Coppock Selina Patel ... D. Pigoli Stephen J. Roberts Josef Packham T. Thornley Chris Holmes 27 5 0 15 Dec 2022
Interpretability Analysis of Deep Models for COVID-19 Detection Daniel Peixoto Pinto da Silva Edresson Casanova L. Gris A. Júnior Marcelo Finger ... Beatriz Raposo Marcus Martins S. Aluísio L. Berti João Paulo Teixeira 13 3 0 25 Nov 2022
Developing a multi-variate prediction model for the detection of COVID-19 from Crowd-sourced Respiratory Voice Data Wafaa Aljbawi Sami O. Simons V. Urovi 11 1 0 08 Sep 2022
COVID-19 Detection from Respiratory Sounds with Hierarchical Spectrogram Transformers Idil Aytekin Onat Dalmaz Kaan Gonc H. Ankishan E. Saritas Ulas Bagci H. Celik Tolga Çukur 22 12 0 19 Jul 2022
Coswara: A website application enabling COVID-19 screening by analysing respiratory sound samples and health symptoms Debarpan Bhattacharya Debottam Dutta N. Sharma Srikanth Raj Chetupalli Pravin Mote ... C. Chandrakiran Sahiti Nori K. SuhailK Sadhana Gonuguntla M. Alagesan 14 0 0 09 Jun 2022
The AI Mechanic: Acoustic Vehicle Characterization Neural Networks Adam M. Terwilliger J. Siegel 15 2 0 19 May 2022
L3-Net Deep Audio Embeddings to Improve COVID-19 Detection from Smartphone Data M. Campana A. Rovati Franca Delmastro Elena Pagani 13 9 0 16 May 2022
Vocalsound: A Dataset for Improving Human Vocal Sounds Recognition Yuan Gong Jingbo Yu James R. Glass 11 34 0 06 May 2022
Fused Audio Instance and Representation for Respiratory Disease Detection Tuan Truong Matthias Lenga A. Serrurier Sadegh Mohammadi 16 0 0 22 Apr 2022
On the pragmatism of using binary classifiers over data intensive neural network classifiers for detection of COVID-19 from voice Ankit Parag Shah Hira Dhamyal Yang Gao Daniel Arancibia Mario Arancibia Bhiksha Raj Rita Singh 17 5 0 11 Apr 2022
A Temporal-oriented Broadcast ResNet for COVID-19 Detection Xin Jing Shuo Liu Emilia Parada-Cabaleiro Andreas Triantafyllopoulos Meishu Song Zijiang Yang Björn W. Schuller 35 2 0 31 Mar 2022
A Summary of the ComParE COVID-19 Challenges H. Coppock Ali Akman Christian Bergler Maurice Gerczuk Chloë Brown ... Sandra Ottl Panagiotis Tzirakis A. Batliner Cecilia Mascolo Björn W. Schuller 28 9 0 17 Feb 2022
TinyM $^2$ Net: A Flexible System Algorithm Co-designed Multimodal Learning Framework for Tiny Devices Hasib-Al Rashid Pretom Roy Ovi Carl E. Busart A. Gangopadhyay T. Mohsenin 22 11 0 09 Feb 2022
Supervised and Self-supervised Pretraining Based COVID-19 Detection Using Acoustic Breathing/Cough/Speech Signals Xing-Yu Chen Qiu-shi Zhu Jie M. Zhang Lirong Dai 24 14 0 22 Jan 2022
Using a Novel COVID-19 Calculator to Measure Positive U.S. Socio-Economic Impact of a COVID-19 Pre-Screening Solution (AI/ML) R. Swartzbaugh Amil Khanzada Praveen Govindan Mert Pilanci A. Owoyemi ... Hugo Estrada Richard Nall Michael Lotito Rich Falcone CuraeSoft Corporation 11 0 0 21 Jan 2022
Sound-Dr: Reliable Sound Dataset and Baseline Artificial Intelligence System for Respiratory Illnesses Hoang Van Truong Quang-Huy Nguyen Cuong Q. Nguyen Phong X. Nguyen Hoang-Dung Nguyen 19 2 0 12 Jan 2022
Using Deep Learning with Large Aggregated Datasets for COVID-19 Classification from Cough Esin Darici Haritaoglu Nicholas Rasmussen Daniel C. H. Tan J. JenniferRanjani Jaclyn Xiao ... Minami Yamaura Laura Gomezjurado Aaron Broukhim Amil Khanzada Mert Pilanci 17 9 0 05 Jan 2022
Exploring Longitudinal Cough, Breath, and Voice Data for COVID-19 Progression Prediction via Sequential Deep Learning: Model Development and Validation T. Dang Jing Han Tong Xia Dimitris Spathis E. Bondareva ... Andreas Grammenos Apinan Hasthanasombat Andres Floto Pietro Cicuta Cecilia Mascolo 15 27 0 04 Jan 2022
FRuDA: Framework for Distributed Adversarial Domain Adaptation Shaoduo Gan Akhil Mathur Anton Isopoussu F. Kawsar N. Bianchi-Berthouze Nicholas D. Lane 16 12 0 26 Dec 2021
Benchmarking Uncertainty Quantification on Biosignal Classification Tasks under Dataset Shift Tong Xia Jing Han Cecilia Mascolo OOD 13 10 0 16 Dec 2021
Automatic COVID-19 disease diagnosis using 1D convolutional neural network and augmentation with human respiratory sound based on parameters: cough, breath, and voice Kranthi Kumar Lella Alphonse Pja 22 64 0 14 Dec 2021
A literature review on COVID-19 disease diagnosis from respiratory sound data Kranthi Kumar Lella Alphonse Pja 6 37 0 14 Dec 2021
COVID-19 Diagnosis from Cough Acoustics using ConvNets and Data Augmentation Saranga Kingkor Mahanta Darsh Kaushik Shubham Jain Hoang Van Truong K. Guha 25 10 0 12 Oct 2021
The Second DiCOVA Challenge: Dataset and performance analysis for COVID-19 diagnosis using acoustics N. Sharma Srikanth Raj Chetupalli Debarpan Bhattacharya Debottam Dutta Pravin Mote Sriram Ganapathy 35 19 0 04 Oct 2021
An Ensemble-based Multi-Criteria Decision Making Method for COVID-19 Cough Classification N. K. Chowdhury M. A. Kabir Md. Muhtadir Rahman 21 8 0 01 Oct 2021
Fruit-CoV: An Efficient Vision-based Framework for Speedy Detection and Diagnosis of SARS-CoV-2 Infections Through Recorded Cough Sounds Long H. Nguyen Nhat Truong Pham Van Huong Do Liu Tai Nguyen Thanh Tin Nguyen Van Dung Do Hai Nguyen Ngoc Duy Nguyen 16 0 0 06 Sep 2021
Multimodal Detection of COVID-19 Symptoms using Deep Learning & Probability-based Weighting of Modes M. Effati Yu-Chen Sun H. Naguib G. Nejat 13 0 0 03 Sep 2021
Evaluating the COVID-19 Identification ResNet (CIdeR) on the INTERSPEECH COVID-19 from Audio Challenges Ali Akman H. Coppock Alexander Gaskell Panagiotis Tzirakis L. Jones Björn W. Schuller 19 18 0 30 Jul 2021
Project Achoo: A Practical Model and Application for COVID-19 Detection from Recordings of Breath, Voice, and Cough Alexander Ponomarchuk I. Burenko Elian Malkin Ivan Nazarov V. Kokh Manvel Avetisian L. Zhukov 31 40 0 12 Jul 2021
From Personalized Medicine to Population Health: A Survey of mHealth Sensing Techniques Zhiyuan Wang Haoyi Xiong Jie M. Zhang Sijia Yang M. Boukhechba Laura E. Barnes Daqing Zhang Dejing Dou 27 30 0 02 Jul 2021
Using Self-Supervised Feature Extractors with Attention for Automatic COVID-19 Detection from Speech John Mendonça Rubén Solera-Ureña A. Abad Isabel Trancoso SSL 40 1 0 30 Jun 2021
Sounds of COVID-19: exploring realistic performance of audio-based digital testing Jing Han Tong Xia Dimitris Spathis E. Bondareva Chloë Brown ... Andreas Grammenos Apinan Hasthanasombat Andres Floto Pietro Cicuta Cecilia Mascolo 23 92 0 29 Jun 2021
Deep Neural Network Based Respiratory Pathology Classification Using Cough Sounds B. B. T. H. Hee Saumitra Kapoor O. Teoh Sung Shin Teng K. Lee Dorien Herremans Jer-Ming Chen 37 22 0 23 Jun 2021