AUTO CPAP

Patent №

US 6,889,691

Granted

2005-05-10

Filed 2001

Owner

BREAS MEDICAL AB

+1 more

Lab

AI components

4

ml · vision · speech · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

09965681

A method for the detection and treatment of disordered breathing during sleep employs an artificial neural network (ANN) in which data related to breathing gas flow are analyzed. A respiratory circuit is established by connecting the patient to a continuous positive airway pressure (CPAP) system with pressurized breathing gas supply, the gas flow in the circuit is periodically sampled, one or several cepstrum parameters distinctive of various breathing patterns are periodically calculated; the parameter values are periodically fed to an ANN trained to recognize breathing patterns characteristic of sleep disordered breathing and are analyzed in the network, the CPAP pressurized breathing gas supply is controlled in response to the ANN output. Also disclosed is a corresponding apparatus.

Machine learningVisionSpeechAI hardwareA61M 16/0051A61B 5/087A61B 5/7267A61M 16/026A61M 2016/0021A61M 2230/10A61M 2230/18A61M 2230/205+3 more

AI classification

Machine learning1.00
Speech0.98
Vision0.95
AI hardware0.87
Planning0.09
Natural language0.00
Knowledge representation0.00
Evolutionary computation0.00

Ownership

BREAS MEDICAL AB

assignment · 128660310

GENERAL ELECTRIC COMPANY

merger · 227080274

© 2026 NYSGPT2525 LLC