Effect of Class Weights on Imbalanced Classes in Bi-directional LSTM Training for Sleep Apnea Classification-Reference-Cited by-同舟云学术

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Effect of Class Weights on Imbalanced Classes in Bi-directional LSTM Training for Sleep Apnea Classification

Published:2024-03-06 Issue: Volume:7 Page:1-6
ISSN:
Container-title:2024 12th International Electrical Engineering Congress (iEECON)
language:
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Author:

Jansri Ukkrit¹^ORCID,Tretriluxana Suradej²^ORCID

Affiliation:

1. School of Engineering, King Mongkut's Institute of Technology Ladkrabang,Department of Biomedical Engineering,Bangkok,Thailand

2. School of Engineeringm King Mongkut's Institute of Technology Ladkrabang,Department of Electronics Engineering,Bangkok,Thailand

Funder

National Heart, Lung, and Blood Institute

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10537606/10537804/10537892.pdf?arnumber=10537892

Reference29 articles.

1. Obstructive sleep apnea: transition from pathophysiology to an integrative disease model

2. Estimation of the global prevalence and burden of obstructive sleep apnoea: a literature-based analysis

3. Polysomnography Challenges

4. AASM Scoring Manual Updates for 2017 (Version 2.4)

5. Pathophysiology of Sleep Apnea

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