Open Access0082 External Validation of an Enhanced Machine Learning Algorithm: Polysomnography-Based Narcolepsy-Like Feature Assessment and Clinician Notification in Routine Sleep Medicine Clinics
Author(s) -
Hyatt Moore,
Alex Zheng,
Alyssa Cairns,
Prasheel Lillaney,
Jed Black
Publication year - 2022
Publication title -
sleep
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.222
H-Index - 207
eISSN - 1550-9109
pISSN - 0161-8105
DOI - 10.1093/sleep/zsac079.080
Subject(s) - narcolepsy , artificial intelligence , machine learning , polysomnography , feature (linguistics) , algorithm , receiver operating characteristic , computer science , random forest , convolutional neural network , pattern recognition (psychology) , medicine , modafinil , linguistics , philosophy , apnea , psychiatry
Accelerating Research
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom
Address
John Eccles HouseRobert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom