公开(公告)号：US20240206805A1

公开(公告)日：2024-06-27

申请号：US18389865

申请日：2023-12-20

申请人： KONINKLIJKE PHILIPS N.V.

发明人： Hans VAN GORP ,  Pedro Miguel Ferreira DOS SANTOS DA FONSECA ,  Merel Marietje VAN GILST ,  Sebastiaan OVEREEM ,  Ruud Johannes Gerardus VAN SLOUN

IPC分类号： A61B5/00

CPC分类号： A61B5/4812 ,  A61B5/7264

摘要： A sleep monitoring system (100, 500), including: a sensor (114) to sense physiological changes of a subject during a sleep study period and form corresponding sleep study information; a stochastic neural network (129, 329) to: receive the sleep study information; and derive a plurality of sleep sample evaluations each different from each other and based on a same sampling of the received sleep study information; a controller (120, 190, 194) to: receive the plurality of sleep sample evaluations and calculate a robust estimate of one or more sleep parameters thereon; calculate an estimate of uncertainty for at least one of the one or more sleep parameters; determine whether the estimate of uncertainty for the at least one of the one or more sleep parameters is greater than a threshold value; and render the estimate of uncertainty on a rendering device (192) of the system based upon the determination.