Screening for obstructive sleep apnea in patients with cancer - a machine learning approach.

Karen A WongAnkita PaulPaige FuentesDiane C LimAnup DasMiranda Tan

Published in: Sleep advances : a journal of the Sleep Research Society (2023)

The PCA + RF ML model had the highest accuracy in screening for OSA in patients with cancer. History of RT-HNT, cancer metastases, and type of cancer were identified as cancer-related risk factors for OSA.

Keyphrases

obstructive sleep apnea
papillary thyroid
machine learning
positive airway pressure
squamous cell
lymph node metastasis
sleep apnea
young adults