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Akademický článek

Considerations and Challenges for Real-World Deployment of an Acoustic-Based COVID-19 Screening System

Autor: Drew Grant, Ian McLane, Valerie Rennoll, James West

Publikováno v: Sensors, Vol 22, Iss 23, p 9530 (2022)

Coronavirus disease 2019 (COVID-19) has led to countless deaths and widespread global disruptions. Acoustic-based artificial intelligence (AI) tools could provide a simple, scalable, and prompt method to screen for COVID-19 using easily acquirable ph

Externí odkaz: https://doaj.org/article/fd0fe57611f348fe95035b1de662e902

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Project-based learning through sensor characterization in a musical acoustics course

Autor: Valerie Rennoll, Ian McLane, Adebayo Eisape, Drew Grant, Claudius Betz, Xinyao Chen, Michael Gebhart, Helena Hahn, Samuel Kartub, Brenden Lehr, Cuauhtémoc Méndez Suárez, Randall Smith, Noah Tingen, Thomas Tyra, Fengji Yang, James E. West

Publikováno v: The Journal of the Acoustical Society of America. 152(3)

Project-based learning engages students in practical activities related to course content and has been demonstrated to improve academic performance. Due to its reported benefits, this form of active learning was incorporated with an ongoing research

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a8de4cf74c746adce92dbb8dbbe4d0a5
https://pubmed.ncbi.nlm.nih.gov/36182282

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Rapid and Scalable COVID-19 Screening using Speech, Breath, and Cough Recordings

Autor: Drew Grant, James E. West, Ian Mitra McLane

Publikováno v: BHI

Over the course of the COVID-19 pandemic, efforts have been made to rapidly scale diagnostic tests to increase access and throughput. Though the primary mechanism for testing has been wet tests, several recent studies have shown that acoustic signatu

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::955e99e72a1712c5ff5a49760d2d66a9
https://doi.org/10.1109/bhi50953.2021.9508482

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Multiclass sound event detection for respiratory disease diagnosis

Autor: Ian Mitra McLane, James E. West, Drew Grant

Publikováno v: The Journal of the Acoustical Society of America. 148:2748-2748

Recordings from daily life contain a mix of sound types such as speech, coughing sounds, breathing sounds, and environmental noise, which provide a wealth of information related to linguistic messages, acoustic scenes, and health. These sounds in the

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ee39f8b15566361af4b5acc4a1e5a3f2
https://doi.org/10.1121/1.5147638

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