C109 NEW TECHNOLOGY IN SLEEP: DIAGNOSTICS AND THERAPEUTICS: Symptomless Artificial Neural Network Prediction Tool For Obstructive Sleep Apnea U. J

C109 NEW TECHNOLOGY IN SLEEP: DIAGNOSTICS AND THERAPEUTICS: Symptomless Artificial Neural Network Prediction Tool For Obstructive Sleep Apnea U. J

Rationale: We previously reported higher positive likelihood ratios (+LRs) using an artificial neural network (ANN) obstructive sleep apnea (OSA) prediction tool (OSUNet) compared to the STOP-BANG and modified neck circumference (MNC) questionnaires. The variables chosen as ANN inputs were: age, gen...

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Veröffentlicht in:American journal of respiratory and critical care medicine 2017-01, Vol.195
Hauptverfasser: Magalang, U J, Mindel, J, Gaishauser, K, Khan, U
Format: Artikel
Sprache:eng
Schlagworte:
Medical diagnosis
Neural networks
Patients
Sleep apnea
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Zusammenfassung:Rationale: We previously reported higher positive likelihood ratios (+LRs) using an artificial neural network (ANN) obstructive sleep apnea (OSA) prediction tool (OSUNet) compared to the STOP-BANG and modified neck circumference (MNC) questionnaires. The variables chosen as ANN inputs were: age, gender, body mass index (BMI), neck collar size, and self-reported ethnicity.
ISSN:1073-449X
1535-4970