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Perspective: A Resident's Role in Promoting Safe Machine-learning Tools in Sleep Medicine

Overview
Journal J Clin Sleep Med
Specialties Neurology
Psychiatry
Date 2023 Jul 21
PMID 37477148
Authors
Colin M Smith
Martina Vendrame
Affiliations
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Abstract

Citation: Smith CM, Vendrame M. Perspective: a resident's role in promoting safe machine-learning tools in sleep medicine. . 2023;19(11):1985-1987.

References
1.
Le V, Kim D, Cho E, Jang H, Delos Reyes R, Kim H . Real-Time Detection of Sleep Apnea Based on Breathing Sounds and Prediction Reinforcement Using Home Noises: Algorithm Development and Validation. J Med Internet Res. 2023; 25:e44818. PMC: 9996414. DOI: 10.2196/44818. View
2.
Kelly J, Ben Messaoud R, Joyeux-Faure M, Terrail R, Tamisier R, Martinot J . Diagnosis of Sleep Apnoea Using a Mandibular Monitor and Machine Learning Analysis: One-Night Agreement Compared to in-Home Polysomnography. Front Neurosci. 2022; 16:726880. PMC: 8965001. DOI: 10.3389/fnins.2022.726880. View
3.
Bandyopadhyay A, Goldstein C . Clinical applications of artificial intelligence in sleep medicine: a sleep clinician's perspective. Sleep Breath. 2022; 27(1):39-55. PMC: 8904207. DOI: 10.1007/s11325-022-02592-4. View
4.
Vallat R, Walker M . An open-source, high-performance tool for automated sleep staging. Elife. 2021; 10. PMC: 8516415. DOI: 10.7554/eLife.70092. View
5.
Aiyer I, Shaik L, Sheta A, Surani S . Review of Application of Machine Learning as a Screening Tool for Diagnosis of Obstructive Sleep Apnea. Medicina (Kaunas). 2022; 58(11). PMC: 9696886. DOI: 10.3390/medicina58111574. View