Awake speech recordings for machine learning diagnosis of obstructive sleep apnea: a Bayesian meta-analysis
Year: 2025
Type: article
Language: en
Topic: Obstructive Sleep Apnea Research
Authors and affiliations:
raw_author_name: Esther Yanxin Gao
raw_affiliation_strings: Department of Otorhinolaryngology-Head & Neck Surgery, SingHealth Duke-NUS Sleep Centre, Singapore General Hospital (SGH), Outram Road, Singapore, 169608, Singapore
Surgery Academic Clinical Program, SingHealth, Singapore, Singapore
Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
Department of Otorhinolaryngology–Head & Neck Surgery, SingHealth Duke-NUS Sleep Centre, Singapore General Hospital (SGH), Outram Road, Singapore, 169608, Singapore
raw_author_name: Yunrui Hao
raw_affiliation_strings: Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
raw_author_name: Nicole Kye Wen Tan
raw_affiliation_strings: Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
raw_author_name: Adele Chin Wei Ng
raw_affiliation_strings: Department of Otorhinolaryngology-Head & Neck Surgery, SingHealth Duke-NUS Sleep Centre, Singapore General Hospital (SGH), Outram Road, Singapore, 169608, Singapore
SingHealth Duke-NUS Sleep Centre, Singapore, Singapore
Surgery Academic Clinical Program, SingHealth, Singapore, Singapore
Department of Otorhinolaryngology–Head & Neck Surgery, SingHealth Duke-NUS Sleep Centre, Singapore General Hospital (SGH), Outram Road, Singapore, 169608, Singapore
raw_author_name: Zhou Hao Leong
raw_affiliation_strings: Department of Otorhinolaryngology-Head & Neck Surgery, SingHealth Duke-NUS Sleep Centre, Singapore General Hospital (SGH), Outram Road, Singapore, 169608, Singapore
Surgery Academic Clinical Program, SingHealth, Singapore, Singapore
Department of Otorhinolaryngology–Head & Neck Surgery, SingHealth Duke-NUS Sleep Centre, Singapore General Hospital (SGH), Outram Road, Singapore, 169608, Singapore
raw_author_name: Chu Qin Phua
raw_affiliation_strings: Department of Otorhinolaryngology, Sengkang General Hospital, Singapore, Singapore
SingHealth Duke-NUS Sleep Centre, Singapore, Singapore
Surgery Academic Clinical Program, SingHealth, Singapore, Singapore
raw_author_name: Thun How Ong
raw_affiliation_strings: Department of Respiratory and Critical Care Medicine, Singapore General Hospital, Singapore, Singapore
SingHealth Duke-NUS Sleep Centre, Singapore, Singapore
raw_author_name: Leong Chai Leow
raw_affiliation_strings: Department of Respiratory and Critical Care Medicine, Singapore General Hospital, Singapore, Singapore
SingHealth Duke-NUS Sleep Centre, Singapore, Singapore
raw_author_name: Guang-Bin Huang
raw_affiliation_strings: Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, Nanjing, China
Mind PointEye, Singapore, Singapore
School of Automation, Southeast University, Nanjing, China
raw_author_name: Benjamin Kye Jyn Tan
raw_affiliation_strings: Department of Otorhinolaryngology-Head & Neck Surgery, SingHealth Duke-NUS Sleep Centre, Singapore General Hospital (SGH), Outram Road, Singapore, 169608, Singapore. benjamintankyejyn@u.nus.edu
Surgery Academic Clinical Program, SingHealth, Singapore, Singapore. benjamintankyejyn@u.nus.edu
Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore. benjamintankyejyn@u.nus.edu
Department of Otorhinolaryngology–Head & Neck Surgery, SingHealth Duke-NUS Sleep Centre, Singapore General Hospital (SGH), Outram Road, Singapore, 169608, Singapore
Surgery Academic Clinical Program, SingHealth, Singapore, Singapore
Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
raw_author_name: Song Tar Toh
raw_affiliation_strings: Department of Otorhinolaryngology-Head & Neck Surgery, SingHealth Duke-NUS Sleep Centre, Singapore General Hospital (SGH), Outram Road, Singapore, 169608, Singapore. toh.song.tar@singhealth.com.sg
SingHealth Duke-NUS Sleep Centre, Singapore, Singapore. toh.song.tar@singhealth.com.sg
Surgery Academic Clinical Program, SingHealth, Singapore, Singapore. toh.song.tar@singhealth.com.sg
Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore. toh.song.tar@singhealth.com.sg
SingHealth Duke-NUS Sleep Centre, Singapore, Singapore
Department of Otorhinolaryngology–Head & Neck Surgery, SingHealth Duke-NUS Sleep Centre, Singapore General Hospital (SGH), Outram Road, Singapore, 169608, Singapore
Surgery Academic Clinical Program, SingHealth, Singapore, Singapore
Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore