CA3222143A1 - Algorithme de stadification du sommeil - Google Patents
Algorithme de stadification du sommeil Download PDFInfo
- Publication number
- CA3222143A1 CA3222143A1 CA3222143A CA3222143A CA3222143A1 CA 3222143 A1 CA3222143 A1 CA 3222143A1 CA 3222143 A CA3222143 A CA 3222143A CA 3222143 A CA3222143 A CA 3222143A CA 3222143 A1 CA3222143 A1 CA 3222143A1
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- sleep
- physiological data
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- machine learning
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Classifications
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
- G16H40/63—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices for local operation
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/48—Other medical applications
- A61B5/4806—Sleep evaluation
- A61B5/4812—Detecting sleep stages or cycles
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
- A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/68—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
- A61B5/6801—Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient specially adapted to be attached to or worn on the body surface
- A61B5/6813—Specially adapted to be attached to a specific body part
- A61B5/6825—Hand
- A61B5/6826—Finger
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
- A61B5/7235—Details of waveform analysis
- A61B5/7264—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
- A61B5/7267—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems involving training the classification device
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
-
- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/30—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for calculating health indices; for individual health risk assessment
Landscapes
- Health & Medical Sciences (AREA)
- Engineering & Computer Science (AREA)
- Life Sciences & Earth Sciences (AREA)
- Medical Informatics (AREA)
- Biomedical Technology (AREA)
- Public Health (AREA)
- General Health & Medical Sciences (AREA)
- Pathology (AREA)
- Physics & Mathematics (AREA)
- Biophysics (AREA)
- Surgery (AREA)
- Animal Behavior & Ethology (AREA)
- Molecular Biology (AREA)
- Heart & Thoracic Surgery (AREA)
- Veterinary Medicine (AREA)
- Primary Health Care (AREA)
- Artificial Intelligence (AREA)
- Epidemiology (AREA)
- Data Mining & Analysis (AREA)
- Databases & Information Systems (AREA)
- Mathematical Physics (AREA)
- Business, Economics & Management (AREA)
- Evolutionary Computation (AREA)
- Fuzzy Systems (AREA)
- General Business, Economics & Management (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Physiology (AREA)
- Psychiatry (AREA)
- Signal Processing (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
- Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
- Saccharide Compounds (AREA)
- Steroid Compounds (AREA)
Abstract
Des procédés, des systèmes et des dispositifs pour des algorithmes de stadification du sommeil sont décrits. Un système peut recevoir d'un dispositif de bague à porter, des données physiologiques associées à un utilisateur, les données physiologiques étant collectées par l'intermédiaire du dispositif de bague à porter tout au long d'un intervalle de temps. Le système peut fournir en entrée les données physiologiques à un classificateur d'apprentissage automatique et classifier les données physiologiques, à l'aide du classificateur d'apprentissage automatique, en au moins un stade de sommeil d'un ensemble de stades de sommeil sur au moins une partie de l'intervalle de temps. Le système peut ensuite amener une interface utilisateur graphique (GUI) d'un dispositif utilisateur à afficher une indication de l'au moins un stade de sommeil de l'ensemble de stades de sommeil sur la base de la classification des données physiologiques.
Applications Claiming Priority (5)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US202163191733P | 2021-05-21 | 2021-05-21 | |
| US63/191,733 | 2021-05-21 | ||
| US17/733,862 | 2022-04-29 | ||
| US17/733,862 US20220375590A1 (en) | 2021-05-21 | 2022-04-29 | Sleep staging algorithm |
| PCT/US2022/028552 WO2022245593A1 (fr) | 2021-05-21 | 2022-05-10 | Algorithme de stadification du sommeil |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CA3222143A1 true CA3222143A1 (fr) | 2022-11-24 |
Family
ID=81854580
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CA3222143A Pending CA3222143A1 (fr) | 2021-05-21 | 2022-05-10 | Algorithme de stadification du sommeil |
Country Status (4)
| Country | Link |
|---|---|
| EP (1) | EP4341957A1 (fr) |
| AU (1) | AU2022277204A1 (fr) |
| CA (1) | CA3222143A1 (fr) |
| WO (1) | WO2022245593A1 (fr) |
Family Cites Families (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US10952682B2 (en) * | 2015-07-19 | 2021-03-23 | Sanmina Corporation | System and method of a biosensor for detection of health parameters |
| US10238335B2 (en) * | 2016-02-18 | 2019-03-26 | Curaegis Technologies, Inc. | Alertness prediction system and method |
| AU2019227364A1 (en) * | 2018-03-02 | 2020-09-24 | Nitto Denko Corporation | Method, computing device and wearable device for sleep stage detection |
-
2022
- 2022-05-10 AU AU2022277204A patent/AU2022277204A1/en active Pending
- 2022-05-10 CA CA3222143A patent/CA3222143A1/fr active Pending
- 2022-05-10 EP EP22726918.0A patent/EP4341957A1/fr active Pending
- 2022-05-10 WO PCT/US2022/028552 patent/WO2022245593A1/fr active Application Filing
Also Published As
| Publication number | Publication date |
|---|---|
| AU2022277204A1 (en) | 2023-12-14 |
| EP4341957A1 (fr) | 2024-03-27 |
| WO2022245593A1 (fr) | 2022-11-24 |
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