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14 resultsUpdated October 21, 2026
1

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2

Deep Learning and Machine Learning Fusion for Sleep Apnea Diagnosis and Classification

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Shiva Mehta; Amanveer Singh

3

Automated Classification of Sleep Apnea Types Using CNNs and SVMs on Physiological Data

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4

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PLOS One 20(9) (2025)

Hung-Lung Tsai; Kuan-Hung Cheng; Po-Cheng Lin; Ying-Lin Hsu; Shih-Wei Chen

5

Detection of anomalies in physiological signals using artificial neural network

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K. Jayashree; Ganesh V. Bhat; Shivashankar Hiremath; M.H. Shrishail

7

Artificial Intelligence in Sleep Apnea Detection: A Review

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Chaima Hannachi; Sofia Kouah; Meryem Ammi; Omar Cheikhrouhou

8

Multichannel machine learning for polysomnographic diagnosis of obstructive sleep apnea: a Bayesian meta-analysis

European Archives of Oto-Rhino-Laryngology 283(4) (2025)

Shahana Rani; Esther Yanxin Gao; Joel Zuo Er Ong; Nicole Kye Wen Tan; Adele Chin Wei Ng; Zhou Hao Leong; Chu Qin Phua; Thun How Ong; Leong Chai Leow; Guang-Bin Huang; Benjamin Kye Jyn Tan; Song Tar Toh

9

Sleep Apnea Detection Using EEG: A Systematic Review of Datasets, Methods, Challenges, and Future Directions

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10

An Artificial Intelligence-Based Non-Invasive Approach for Cardiovascular Disease Risk Stratification in Obstructive Sleep Apnea Patients: A Narrative Review

Reviews in Cardiovascular Medicine 25(12) (2024)

Luca Saba; Mahesh Maindarkar; Narendra N. Khanna; Anudeep Puvvula; Gavino Faa; Esma Isenovic; Amer Johri; Mostafa M. Fouda; Ekta Tiwari; Manudeep K. Kalra; Jasjit S. Suri

11

A Novel Multimodal Deep Learning Approach With Loss Function for Detection of Sleep Apnea Events

IEEE Access 13 (2025)

Alireza Fakhim Babaei; Jafar Tanha; Mohammad Ali Balafar; Seyedehsan Roshan

12

A Comparative Study of CNN and SVM for Sleep Apnea Classification: Evaluating Performance and Efficiency

2024 Global Conference on Communications and Information Technologies (GCCIT) (2024)

Devdutt Baresary; Kushwant Kaur; Tanya Gera; Sanjoy Kumar Debnath; Shiva Mehta

13

A deep learning algorithm model to automatically score and grade obstructive sleep apnea in adult polysomnography

DIGITAL HEALTH 10 (2024)

Marn Joon Park; Ji Ho Choi; Shin Young Kim; Tae Kyoung Ha

14

Deep Attention Networks With Multi-Temporal Information Fusion for Sleep Apnea Detection

IEEE Open Journal of Engineering in Medicine and Biology 5 (2024)

Meng Jiao; Changyue Song; Xiaochen Xian; Shihao Yang; Feng Liu