Automatic Segmentation and Quantification of Upper Airway Anatomic Risk Factors for Obstructive Sleep Apnea on Unprocessed Magnetic Resonance Images
Vikas Bommineni, Güray Erus, Jimit Doshi, Ashish Singh, Brendan T Keenan, Richard J. Schwab, Andrew Wiemken, Christos Davatzikos
Topics & Concepts
Sørensen–Dice coefficientMagnetic resonance imagingTongueSegmentationAirwayObstructive sleep apneaComputer scienceCorrelation coefficientArtificial intelligencePattern recognition (psychology)Hyoid boneMedicineConvolutional neural networkRadiologyImage segmentationAnatomyPathologyInternal medicineMachine learningSurgeryObstructive Sleep Apnea ResearchTraditional Chinese Medicine StudiesVoice and Speech Disorders