Machine Learning · Computer Science
AIOSA: An approach to the automatic identification of obstructive sleep apnea events based on deep learning
Andrea Bernardini, Andrea Brunello, Gian Luigi Gigli, Angelo Montanari +1
2023-02-13
Signal Processing · Electrical Eng. & Systems
Single Channel ECG for Obstructive Sleep Apnea Severity Detection using a Deep Learning Approach
Nannapas Banluesombatkul, Thanawin Rakthanmanon, Theerawit Wilaiprasitporn
2020-07-28
Signal Processing · Electrical Eng. & Systems
UT-OSANet: A Multimodal Deep Learning model for Evaluating and Classifying Obstructive Sleep Apnea
Zijian Wang, Xiaoyu Bao, Chenhao Zhao, Jihui Zhang +2
2025-11-21
Medical Physics · Physics
The comparison of spectral analyses and flow features in upper airways with obstructive sleep apnea (OSA) between successful and failed surgeries
Mingzhen Lu, Tianxi Chi, Zhengang Liu, Shu Wang +2
2020-07-21
Signal Processing · Electrical Eng. & Systems
ApSense: Data-driven Algorithm in PPG-based Sleep Apnea Sensing
Tanut Choksatchawathi, Guntitat Sawadwuthikul, Punnawish Thuwajit, Thitikorn Keawlee +6
2024-10-22
Signal Processing · Electrical Eng. & Systems
Detection of Obstructive Sleep Apnoea Using Features Extracted from Segmented Time-Series ECG Signals Using a One Dimensional Convolutional Neural Network
Steven Thompson, Paul Fergus, Carl Chalmers, Denis Reilly
2020-02-06
Sound · Computer Science
A Snoring Sound Dataset for Body Position Recognition: Collection, Annotation, and Analysis
Li Xiao, Xiuping Yang, Xinhong Li, Weiping Tu +5
2023-07-26
Computer Vision and Pattern Recognition · Computer Science
Diagnosis of Pediatric Obstructive Sleep Apnea via Face Classification with Persistent Homology and Convolutional Neural Networks
Milad Kiaee, Adam B Kashlak, Jisu Kim, Giseon Heo
2019-11-14
Machine Learning · Computer Science
KindSleep: Knowledge-Informed Diagnosis of Obstructive Sleep Apnea from Oximetry
Micky C Nnamdi, Wenqi Shi, Cheng Wan, J. Ben Tamo +3
2026-04-07
Signal Processing · Electrical Eng. & Systems
Validation of a new, minimally-invasive, software smartphone device to predict sleep apnea and its severity: transversal study
Justine Frija, Juliette Millet, Emilie Bequignon, Ala Covali +7
2024-06-26
Audio and Speech Processing · Electrical Eng. & Systems
Automatic Classification of OSA related Snoring Signals from Nocturnal Audio Recordings
Arun Sebastian, Peter A. Cistulli, Gary Cohen, Philip de Chazal
2021-03-03
Signal Processing · Electrical Eng. & Systems
Deep Learning-based Automated Diagnosis of Obstructive Sleep Apnea and Sleep Stage Classification in Children Using Millimeter-wave Radar and Pulse Oximeter
Wei Wang, Ruobing Song, Yunxiao Wu, Li Zheng +4
2024-10-02
Artificial Intelligence · Computer Science
Predicting Visit Cost of Obstructive Sleep Apnea using Electronic Healthcare Records with Transformer
Zhaoyang Chen, Lina Siltala-Li, Mikko Lassila, Pekka Malo +3
2023-01-31
Signal Processing · Electrical Eng. & Systems
AI vs Humans for the diagnosis of sleep apnea
Valentin Thorey, Albert Bou Hernandez, Pierrick J. Arnal, Emmanuel H. During
2019-06-25
Molecular Networks · Quantitative Biology
Meta-analysis of Gene Expression in Neurodegenerative Diseases Reveals Patterns in GABA Synthesis and Heat Stress Pathways
Abdulahad Bayraktar, Tugba Onal-Suzek, Baris Ethem Suzek, Omur Baysal
2019-09-18
Audio and Speech Processing · Electrical Eng. & Systems
Transfer Learning for Paediatric Sleep Apnoea Detection Using Physiology-Guided Acoustic Models
Chaoyue Niu, Veronica Rowe, Guy J. Brown, Heather Elphick +4
2026-01-28