Convolutional Neural Networks for Apnea Detection from Smartphone Audio Signals: Effect of Window Size-Reference-Cited by-同舟云学术

Convolutional Neural Networks for Apnea Detection from Smartphone Audio Signals: Effect of Window Size

Published:2022-07-11 Issue: Volume: Page:
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Container-title:2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
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Author:

Castillo-Escario Yolanda¹,Werthen-Brabants Lorin²,Groenendaal Willemijn³,Deschrijver Dirk²,Jane Raimon¹

Affiliation:

1. Universitat Politècnica de Catalunya - BarcelonaTech (UPC), Institute for Bioengineering of Catalonia (IBEC), the Barcelona Institute of Science and Technology (BIST),Centro de Investigación Biomédica en Red de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN),Spain

2. Ghent University - IMEC, IDLab Technologiepark-Zwijnaarde,Ghent,Belgium

3. IMEC The Netherlands/Holst Centre,Eindhoven,The Netherlands,5656AE

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9870821/9870822/09871396.pdf?arnumber=9871396

Reference18 articles.

1. Entropy Analysis of Acoustic Signals Recorded With a Smartphone for Detecting Apneas and Hypopneas: A Comparison With a Commercial System for Home Sleep Apnea Diagnosis

2. SleepPos App: An Automated Smartphone Application for Angle Based High Resolution Sleep Position Monitoring and Treatment

3. Automated Sleep Apnea Detection in Raw Respiratory Signals Using Long Short-Term Memory Neural Networks

4. Deep learning approaches for automatic detection of sleep apnea events from an electrocardiogram

5. A Convolutional Neural Network Architecture to Enhance Oximetry Ability to Diagnose Pediatric Obstructive Sleep Apnea

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1. Artificial Intelligence for Diagnosis of Obstructive Sleep Apnea;Current Pulmonology Reports;2024-09-04

2. The Role of Novel Digital Clinical Tools in the Screening or Diagnosis of Obstructive Sleep Apnea: Systematic Review;Journal of Medical Internet Research;2023-07-26

3. Fine-Grained Detection of Apnea-Hypopnea Events Based on Transformer Network in Audio Recordings;2023 8th International Conference on Intelligent Computing and Signal Processing (ICSP);2023-04-21

4. The Role of Novel Digital Clinical Tools in the Screening or Diagnosis of Obstructive Sleep Apnea: Systematic Review (Preprint);2023-03-31