Detecting obstructive sleep apnea by craniofacial image–based deep learning

被引:0
|
作者
Shuai He
Hang Su
Yanru Li
Wen Xu
Xingjun Wang
Demin Han
机构
[1] Beijing Tongren Hospital,Department of Otolaryngology Head and Neck Surgery
[2] Capital Medical University,Department of Otolaryngology Head and Neck Surgery
[3] Beijing Chaoyang Hospital,Obstructive Sleep Apnea
[4] Capital Medical University,Hypopnea Syndrome Clinical Diagnosis and Therapy and Research Centre
[5] Capital Medical University,Key Laboratory of Otolaryngology Head and Neck Surgery, Ministry of Education
[6] Capital Medical University,Department of Electronic Engineering
[7] Tsinghua Shenzhen International Graduate School,undefined
[8] Tsinghua University,undefined
来源
Sleep and Breathing | 2022年 / 26卷
关键词
Obstructive sleep apnea; Deep learning; Craniofacial photographs;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:1885 / 1895
页数:10
相关论文
共 50 条
  • [1] Detecting obstructive sleep apnea by craniofacial image-based deep learning
    He, Shuai
    Su, Hang
    Li, Yanru
    Xu, Wen
    Wang, Xingjun
    Han, Demin
    SLEEP AND BREATHING, 2022, 26 (04) : 1885 - 1895
  • [2] Prediction of obstructive sleep apnea using deep learning in 3D craniofacial reconstruction
    Zhang, Zishanbai
    Feng, Yang
    Li, Yanru
    Zhao, Liang
    Wang, Xingjun
    Han, Demin
    JOURNAL OF THORACIC DISEASE, 2023, 15 (01) : 90 - +
  • [3] Obstructive Sleep Apnea Detection Based on Sleep Sounds via Deep Learning
    Wang, Bochun
    Tang, Xianwen
    Ai, Hao
    Li, Yanru
    Xu, Wen
    Wang, Xingjun
    Han, Demin
    NATURE AND SCIENCE OF SLEEP, 2022, 14 : 2033 - 2045
  • [4] Craniofacial anomalies and obstructive sleep apnea
    Wiater, Alfred
    MONATSSCHRIFT KINDERHEILKUNDE, 2024, 172 (01) : 28 - 36
  • [5] Craniofacial obesity in patients with obstructive sleep apnea
    Saeed M. Banabilh
    A. H. Suzina
    Sidek Dinsuhaimi
    A. R. Samsudin
    G. D. Singh
    Sleep and Breathing, 2009, 13 : 19 - 24
  • [6] Craniofacial obesity in patients with obstructive sleep apnea
    Banabilh, Saeed M.
    Suzina, A. H.
    Dinsuhaimi, Sidek
    Samsudin, A. R.
    Singh, G. D.
    SLEEP AND BREATHING, 2009, 13 (01) : 19 - 24
  • [7] Deep learning for obstructive sleep apnea diagnosis based on single channel oximetry
    Levy, Jeremy
    alvarez, Daniel
    Del Campo, Felix
    Behar, Joachim A.
    NATURE COMMUNICATIONS, 2023, 14 (01)
  • [8] Efficient Deep Learning Based Hybrid Model to Detect Obstructive Sleep Apnea
    Hemrajani, Prashant
    Dhaka, Vijaypal Singh
    Rani, Geeta
    Shukla, Praveen
    Bavirisetti, Durga Prasad
    SENSORS, 2023, 23 (10)
  • [9] Obstructive Sleep Apnea Classification Using Snore Sounds Based on Deep Learning
    Sillaparaya, Apichada
    Bhatranand, Apichai
    Sudthongkong, Chudanat
    Chamnongthai, Kosin
    Jiraraksopakun, Yuttapong
    PROCEEDINGS OF 2022 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2022, : 1152 - 1155
  • [10] Deep learning for obstructive sleep apnea diagnosis based on single channel oximetry
    Jeremy Levy
    Daniel Álvarez
    Félix Del Campo
    Joachim A. Behar
    Nature Communications, 14