IP Library › Granted Patent US 12,544,525
Granted Patent B1
US 12,544,525 · App. 18/242,608 · Granted Feb 10, 2026

System for remote server-based diagnostic monitoring with one or more positive airway pressure (PAP) devices

Inventors: Hani Kayyali (Shaker Heights, OH); Daniel Bishop (Tallmadge, OH); Brian M. Kolkowski (Leroy, OH)
Assignee: Cleveland Medical Devices Inc.
A61M16/0069A61B5/0013A61B5/0077A61B5/1135A61B5/14552A61B5/4818A61M16/12A61B2560/0443A61M2202/0225A61M2205/3303A61M2205/3592A61M2205/8206A61M2230/46
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Quick Facts
Patent No.
US 12,544,525
App. No.
18/242,608
Granted
Feb 10, 2026
Kind
B1
Abstract

The present invention relates to an integrated sleep diagnosis and treatment device, and more particularly to an integrated apnea diagnosis and treatment device. The present invention additionally relates to methods of sleep diagnosis and treatment. The sleep disorder treatment system of the present invention can use a diagnosis device to perform various forms of analysis to determine or diagnose a subject's sleeping disorder or symptoms of a subject's sleep disorder, and using this analysis or diagnosis can with or in some embodiments without human intervention treat the subject either physically or chemically to improve the sleeping disorder or the symptoms of the sleeping disorder. The diagnostic part of the system can use many different types of sensors and methods for diagnosing the severity of the symptoms of or the sleep disorder itself. The treatment part of the system can use a device to physically or chemically treat the subject's symptoms or sleep disorder itself.

Claims (44)

1 . A system for remote internet server-based diagnostic monitoring and database storage of PAP therapy efficacy data from multiple positive airway pressure (PAP) device(s) for sleep disorder treatment comprising

A. one or more PAP device(s), each PAP device comprising:

1) A blower having an air output,

2) An airflow sensor internal to the PAP device having a signal adapted for measuring or deriving the respiratory airflow of the subject while using the PAP device,

3) A first processor physically located within the PAP device and coupled to the airflow sensor, the first processor being configured to generate PAP therapy efficacy data based on i) a quantitative measure of symptom severity during use of the PAP device and ii) a usage of the PAP device by the subject,

4) At least one radio frequency wireless transceiver for transmitting the PAP therapy efficacy data, and

5) A sensorless mask or a sensorless nasal cannula;

B. a first non-transitory computer readable medium storing a first set of instructions configured to be executable by a second processor of a cell phone of a subject(s), the the first set of instuctions configured to:

1) receive the PAP therapy efficacy data or a modified PAP therapy efficacy data based in part on the PAP therapy efficacy data transmitted from the PAP device, and

2) output on a display of the cell phone for viewing the subject one or more PAP therapy efficacy measures(s) based in whole or in part on the data received; and

C. a second non-transitory computer readable medium storing a second set of instructions configured to be executable by at least one server, the second set of instructions configured to:

1) host a remote internet site and a database for remote monitoring of multiple subjects receiving PAP therapy, and

2) receive and store the PAP therapy efficacy data generated by the PAP device and transmitted via the wireless transceiver.

2 . The system in claim 1 , wherein the PAP device for treating the sleeping disorder of the subject is adjusted based in whole or part on the PAP therapy efficacy data generated by the one or more PAP device(s) and then received by the remote internet site.

3 . The system in claim 2 , wherein the one or more PAP device(s) is adjusted automatically with a signal from the remote internet site based on the PAP therapy efficacy data then received by the remote internet site.

4 . The system of claim 1 , wherein the one or more PAP therapy efficacy measure(s) includes an index.

5 . The system of claim 4 , wherein the index is based on both A.3)i) and A.3)ii) data from the one or more PAP device(s).

6 . The system of claim 4 , wherein the the second set of instructions are configured to allow the remote internet site and the database to be accessible to a clinician or doctor of the subject for a remote monitoring of the patient and/or their PAP therapy when hosted on the at least one server.

7 . The system in claim 4 , wherein the first set of instructions are configured to be executed by the second processor of the cell phone to receive, in whole or part, the PAP therapy efficacy data related to treatment of the subject generated by the one or more PAP device(s) and is then used to retransmit, in whole or part the PAP therapy efficacy data and/or a reprocessed data based in part on the PAP therapy efficacy data related to treatment of the subject to the remote internet site.

8 . The system in claim 4 , wherein the first first set of instructions are configured to be executed by the second processor of the cell phone to receive, in whole or part, the PAP therapy efficacy data generated by the one or more PAP device(s) and/or the modified therapy efficacy data based in part on the PAP therapy efficacy data that is first received at least in part from the PAP device by the remote internet site and then retransmitted to the cell phone from the remote internet site.

9 . The system in claim 4 , wherein the first set of instructions are configured to be executed by the second processor of the cell phone, and the remote internet site and the cell phone both independently receive, in whole or part, the PAP therapy efficacy data generated by the one or more PAP device(s) and/or the modified therapy efficacy data based in part on the PAP therapy efficacy data.

10 . The system in claim 7 , wherein the radio frequency wireless transceiver of the one or more PAP device(s) and the first set of instructions are configured to transmit PAP therapy efficacy data and/or a reprocessed data based in part on the PAP therapy efficacy data from the one or more PAP device(s) to the cell phone using a wireless protocol compliant with IEEE 802.15.1.

11 . The system in claim 9 , the one or more PAP device(s) further comprises an electronic component adapted to transmit the PAP therapy efficacy data to the remote internet site at least in part via a cellular network, and the radio frequency wireless transceiver of the one or more PAP device(s) is used to transmit PAP therapy efficacy data of the subject to the first the first set of instructions configured to executed by the second processor of the cell phone using a wireless protocol compliant with IEEE 802.15.1.

12 . The system in claim 8 , wherein the one or more PAP device(s) and the first set of instructions configured to be executed by the second processor of the cell phone are further adapted to transmit and receive data based on the PAP therapy efficacy via a cellular network or through the Internet.

13 . The system in claim 7 , wherein the first set of instructions configured to be executed by the second processor of the cell phone is further adapted to be reprogrammed or modified remotely.

14 . The system in claim 8 , wherein the first set of instructions configured to be executed by the second processor of the cell phone is further adapted to be reprogrammed or modified remotely.

15 . The system in claim 9 , wherein the first set of instructions configured to be executed by the second processor of the cell phone is further adapted to be reprogrammed or modified remotely.

16 . The system in claim 7 , wherein the signal from the airflow sensor internal to the one or more PAP device(s) is processed, in whole or part, using one or more of the signal processing techniques from the group consisting of a standard deviation technique, a recursively fit autoregressive moving average model with exogenous inputs system identification model, a short-time Fourier transform technique, a time-frequency signal analysis with a variety of different kernals, and a wavelet analysis.

17 . The system in claim 8 , wherein the signal from the airflow sensor internal to the one or more PAP device(s) is processed, in whole or part, using one or more of the signal processing techniques from the group consisting of a standard deviation technique, a recursively fit autoregressive moving average model with exogenous inputs system identification model, a short-time Fourier transform technique, a time-frequency signal analysis with a variety of different kernals, and a wavelet analysis.

18 . The system in claim 9 , wherein the signal from the airflow sensor internal to the one or more PAP device(s) is processed, in whole or part, using one or more of the signal processing techniques from the group consisting of a standard deviation technique, a recursively fit autoregressive moving average model with exogenous inputs system identification model, a short-time Fourier transform technique, a time-frequency signal analysis with a variety of different kernals, and a wavelet analysis.

19 . The system of claim 4 , wherein the one or more PAP device(s) further comprises an electronic component adapted to utilize a cellular network and allow the one or more PAP device(s) to be adjusted remotely based on the PAP therapy efficacy data received by the remote internet site.

20 . The system of claim 9 , wherein the one or more PAP device(s) further comprises an electronic component adapted to utilize a cellular network and allow the one or more PAP device(s) to be adjusted remotely based on the PAP therapy efficacy data received by the remote internet site.

21 . The system of claim 7 , wherein the first data of the PAP therapy efficacy data includes specific symptom data related to both obstructive, and central apneas.

22 . The system of claim 8 , wherein the first data of the PAP therapy efficacy data includes specific symptom data related to both obstructive, and central apneas.

23 . The system of claim 9 , wherein the first data of the PAP therapy efficacy data includes specific symptom data related to both obstructive, and central apneas.

24 . The system of claim 4 , wherein the second set of instructions are configured to allow the remote internet site and the database to be accessible to a clinician or doctor of the subject for a remote monitoring of the patient and/or their PAP therapy when hosted on the at least one server.

25 . The system of claim 5 , wherein the second set of instructions are configured to perform automatic data analysis for the clinician or doctor for use with the remote monitoring when hosted on the at least one server or with a third processor.

26 . The system of claim 6 , wherein the second set of instructions are configured to perform automatic data analysis for the clinician or doctor for use with the remote monitoring when hosted on the at least one server or with a third processor.

27 . The system in claim 1 , wherein the remote internet site and/or the database are adapted to be accessible one or more of clinicians, technicians, researchers or doctors for analysis or a remote monitoring of one or more of the subjects in another country.

28 . The system in claim 1 , wherein the database with the PAP therapy efficacy data is adapted to be analyzed to recognize patterns of sleep disorders or therapy for sleep disorders.

29 . The system in claim 28 , wherein the database with the PAP therapy efficacy data is adapted to be analyzed to train a neural network.

30 . The system in claim 1 , wherein the first set of instructions to be executed by second processor of the cell phone to receives, in whole or part, the PAP therapy efficacy data related to treatment of the subject generated by the one or more PAP device(s) and is then used to retransmit, in whole or part the PAP therapy efficacy data and/or a reprocessed data based in part on the PAP therapy efficacy data related to treatment of the subject to the remote internet site.

31 . The system in claim 1 , wherein the first set of instructions to be executed by the second processor of the cell phone to receive, in whole or part, the PAP therapy efficacy data generated by the one or more PAP device(s) and/or the modified therapy efficacy data based in part on the PAP therapy efficacy data that is first received at least in part from the PAP device by the remote internet site and then retransmitted to the cell phone from the remote internet site.

32 . The system in claim 1 , wherein the first set of instructions to be executed by the second processor of the cell phone and the remote internet site both independently receives, in whole or part, the PAP therapy efficacy data generated by the one or more PAP device(s) and/or the modified therapy efficacy data based in part on the PAP therapy efficacy data.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Sep 6, 2023
From: KAYYALI, HANI; BISHOP, DAN; KOLKOWSKI, BRIAN M.
To: CLEVELAND MEDICAL DEVICES INC.
Reel/Frame 064806/0121 →
Continuity (5)
Continuation 16599410 · Oct 11, 2019
Continuation 15355189 · Nov 18, 2016
Continuation 13975792 · Aug 26, 2013
Continuation 11880046 · Jul 19, 2007
Continuation In Part 11266899 · Nov 4, 2005
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