CN115734741A - 睡眠数据的处理方法、装置、计算机设备、程序及介质 - Google Patents
睡眠数据的处理方法、装置、计算机设备、程序及介质 Download PDFInfo
- Publication number
- CN115734741A CN115734741A CN202180001005.4A CN202180001005A CN115734741A CN 115734741 A CN115734741 A CN 115734741A CN 202180001005 A CN202180001005 A CN 202180001005A CN 115734741 A CN115734741 A CN 115734741A
- Authority
- CN
- China
- Prior art keywords
- sleep
- data
- user
- target
- information
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 230000007958 sleep Effects 0.000 title claims abstract description 611
- 238000003672 processing method Methods 0.000 title claims abstract description 12
- 238000012806 monitoring device Methods 0.000 claims abstract description 61
- 238000012544 monitoring process Methods 0.000 claims abstract description 52
- 238000000034 method Methods 0.000 claims description 58
- 230000008667 sleep stage Effects 0.000 claims description 52
- 238000012545 processing Methods 0.000 claims description 43
- 230000000241 respiratory effect Effects 0.000 claims description 16
- 230000029058 respiratory gaseous exchange Effects 0.000 claims description 16
- 230000004622 sleep time Effects 0.000 claims description 13
- 238000004422 calculation algorithm Methods 0.000 claims description 12
- 230000003860 sleep quality Effects 0.000 claims description 12
- 238000004590 computer program Methods 0.000 claims description 10
- 238000001914 filtration Methods 0.000 claims description 5
- 238000000605 extraction Methods 0.000 claims description 4
- 230000037007 arousal Effects 0.000 claims description 2
- 238000010586 diagram Methods 0.000 description 10
- 230000003993 interaction Effects 0.000 description 9
- 230000005540 biological transmission Effects 0.000 description 8
- 206010041235 Snoring Diseases 0.000 description 6
- 230000006872 improvement Effects 0.000 description 6
- 230000002618 waking effect Effects 0.000 description 6
- 206010062519 Poor quality sleep Diseases 0.000 description 5
- 238000004364 calculation method Methods 0.000 description 5
- 230000008569 process Effects 0.000 description 5
- 208000008784 apnea Diseases 0.000 description 4
- 238000006243 chemical reaction Methods 0.000 description 3
- 239000000284 extract Substances 0.000 description 3
- 230000006870 function Effects 0.000 description 3
- 230000003044 adaptive effect Effects 0.000 description 2
- 230000006399 behavior Effects 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 2
- 230000002452 interceptive effect Effects 0.000 description 2
- 238000001303 quality assessment method Methods 0.000 description 2
- 230000003442 weekly effect Effects 0.000 description 2
- 206010021079 Hypopnoea Diseases 0.000 description 1
- 102100029469 WD repeat and HMG-box DNA-binding protein 1 Human genes 0.000 description 1
- 101710097421 WD repeat and HMG-box DNA-binding protein 1 Proteins 0.000 description 1
- 230000002159 abnormal effect Effects 0.000 description 1
- 230000002776 aggregation Effects 0.000 description 1
- 238000004220 aggregation Methods 0.000 description 1
- 238000004458 analytical method Methods 0.000 description 1
- 230000035565 breathing frequency Effects 0.000 description 1
- 230000001276 controlling effect Effects 0.000 description 1
- 238000012937 correction Methods 0.000 description 1
- 238000013480 data collection Methods 0.000 description 1
- 238000013500 data storage Methods 0.000 description 1
- 230000003111 delayed effect Effects 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 230000004424 eye movement Effects 0.000 description 1
- 230000001121 heart beat frequency Effects 0.000 description 1
- 238000002513 implantation Methods 0.000 description 1
- 230000010365 information processing Effects 0.000 description 1
- 238000012423 maintenance Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000005192 partition Methods 0.000 description 1
- 230000001105 regulatory effect Effects 0.000 description 1
- 208000019116 sleep disease Diseases 0.000 description 1
- 208000022925 sleep disturbance Diseases 0.000 description 1
- 230000004617 sleep duration Effects 0.000 description 1
- 230000036578 sleeping time Effects 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
- 230000001360 synchronised effect Effects 0.000 description 1
- 238000012795 verification Methods 0.000 description 1
- 230000000007 visual effect Effects 0.000 description 1
- 238000012800 visualization Methods 0.000 description 1
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 1
Images
Classifications
-
- 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
- G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients
-
- 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
- A61B5/0002—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
- A61B5/0015—Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by features of the telemetry system
- A61B5/0022—Monitoring a patient using a global network, e.g. telephone networks, internet
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
- A61B5/024—Detecting, measuring or recording pulse rate or heart rate
- A61B5/02438—Detecting, measuring or recording pulse rate or heart rate with portable devices, e.g. worn by the patient
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/08—Detecting, measuring or recording devices for evaluating the respiratory organs
- A61B5/0816—Measuring devices for examining respiratory frequency
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/08—Detecting, measuring or recording devices for evaluating the respiratory organs
- A61B5/0826—Detecting or evaluating apnoea events
-
- 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
- A61B5/4809—Sleep detection, i.e. determining whether a subject is asleep or not
-
- 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
- A61B5/48—Other medical applications
- A61B5/4806—Sleep evaluation
- A61B5/4815—Sleep quality
-
- 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
- A61B5/4818—Sleep apnoea
-
- 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
- A61B5/725—Details of waveform analysis using specific filters therefor, e.g. Kalman or adaptive filters
-
- 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
- G16H15/00—ICT specially adapted for medical reports, e.g. generation or transmission thereof
-
- 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
- G16H40/40—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 management of medical equipment or devices, e.g. scheduling maintenance or upgrades
-
- 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
- G16H40/67—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 remote operation
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B2560/00—Constructional details of operational features of apparatus; Accessories for medical measuring apparatus
- A61B2560/02—Operational features
- A61B2560/0223—Operational features of calibration, e.g. protocols for calibrating sensors
-
- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/02—Detecting, measuring or recording pulse, heart rate, blood pressure or blood flow; Combined pulse/heart-rate/blood pressure determination; Evaluating a cardiovascular condition not otherwise provided for, e.g. using combinations of techniques provided for in this group with electrocardiography or electroauscultation; Heart catheters for measuring blood pressure
- A61B5/0205—Simultaneously evaluating both cardiovascular conditions and different types of body conditions, e.g. heart and respiratory condition
Landscapes
- Health & Medical Sciences (AREA)
- Engineering & Computer Science (AREA)
- Life Sciences & Earth Sciences (AREA)
- Public Health (AREA)
- Medical Informatics (AREA)
- Biomedical Technology (AREA)
- General Health & Medical Sciences (AREA)
- Pathology (AREA)
- Animal Behavior & Ethology (AREA)
- Molecular Biology (AREA)
- Surgery (AREA)
- Physics & Mathematics (AREA)
- Veterinary Medicine (AREA)
- Biophysics (AREA)
- Heart & Thoracic Surgery (AREA)
- Epidemiology (AREA)
- Primary Health Care (AREA)
- General Business, Economics & Management (AREA)
- Business, Economics & Management (AREA)
- Data Mining & Analysis (AREA)
- Physiology (AREA)
- Pulmonology (AREA)
- Databases & Information Systems (AREA)
- Cardiology (AREA)
- Anesthesiology (AREA)
- Artificial Intelligence (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Psychiatry (AREA)
- Signal Processing (AREA)
- Computer Networks & Wireless Communication (AREA)
- Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
Abstract
一种睡眠数据的处理方法、装置、设备、程序及介质，其中睡眠数据的处理方法包括：获取睡眠监测设备采集的睡眠数据(101)；提取睡眠数据中睡眠特征(102)；将用户的标准特征与睡眠特征进行相似度比对，得到综合特征相似度(103)；在综合特征相似度满足相似度要求的情况下，将睡眠特征作为用户的目标睡眠特征(104)。通过将睡眠监测设备所采集到睡眠数据中的睡眠特征与用户的标准特征进行比对，在两者比对的综合相似度符合相似度要求时才将该睡眠特征归属于该用户，无需依赖于睡眠监测设备与用户之间的绑定关系也可准确地确定睡眠数据的归属用户。
Description
PCT国内申请，说明书已公开。
Claims (15)
- PCT国内申请，权利要求书已公开。
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/CN2021/091077 WO2022226909A1 (zh) | 2021-04-29 | 2021-04-29 | 睡眠数据的处理方法、装置、计算机设备、程序及介质 |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN115734741A true CN115734741A (zh) | 2023-03-03 |
Family
ID=83846579
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202180001005.4A Pending CN115734741A (zh) | 2021-04-29 | 2021-04-29 | 睡眠数据的处理方法、装置、计算机设备、程序及介质 |
Country Status (3)
| Country | Link |
|---|---|
| US (1) | US20230343466A1 (zh) |
| CN (1) | CN115734741A (zh) |
| WO (1) | WO2022226909A1 (zh) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116759059A (zh) * | 2023-08-15 | 2023-09-15 | 广州盛安医学检验有限公司 | 一种基于互联网女性生殖监控智能管理系统 |
Family Cites Families (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP2033681A1 (en) * | 2007-09-07 | 2009-03-11 | Philips Electronics N.V. | Bedtime product |
| US9425627B2 (en) * | 2013-03-04 | 2016-08-23 | Hello Inc. | Telemetry system with remote firmware updates |
| CN103932798A (zh) * | 2014-05-16 | 2014-07-23 | 陈桂芳 | 一种基于大数据分析实现非接触式睡眠监控的系统和方法 |
| EP3286577B1 (en) * | 2015-04-20 | 2021-03-17 | ResMed Sensor Technologies Limited | Detection and identification of a human from characteristic signals |
| CN105997003B (zh) * | 2016-06-17 | 2018-12-28 | 美的集团股份有限公司 | 一种确定睡眠分期的方法和装置 |
| US10542930B1 (en) * | 2017-07-25 | 2020-01-28 | BlueOwl, LLC | Audio assessment for analyzing sleep trends using machine learning techniques |
| CN209547960U (zh) * | 2017-12-21 | 2019-10-29 | 速眠创新科技（深圳）有限公司 | 睡眠质量监测装置和系统 |
-
2021
- 2021-04-29 WO PCT/CN2021/091077 patent/WO2022226909A1/zh active Application Filing
- 2021-04-29 US US17/635,785 patent/US20230343466A1/en active Pending
- 2021-04-29 CN CN202180001005.4A patent/CN115734741A/zh active Pending
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116759059A (zh) * | 2023-08-15 | 2023-09-15 | 广州盛安医学检验有限公司 | 一种基于互联网女性生殖监控智能管理系统 |
| CN116759059B (zh) * | 2023-08-15 | 2023-12-01 | 广州盛安医学检验有限公司 | 一种基于互联网女性生殖监控智能管理系统 |
Also Published As
| Publication number | Publication date |
|---|---|
| US20230343466A1 (en) | 2023-10-26 |
| WO2022226909A1 (zh) | 2022-11-03 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US11875895B2 (en) | Method and system for characterizing and/or treating poor sleep behavior | |
| US11523771B1 (en) | Audio assessment for analyzing sleep trends using machine learning techniques | |
| JP4977534B2 (ja) | センサネットシステム、及びセンサノード | |
| Yang et al. | Internet-of-Things-enabled data fusion method for sleep healthcare applications | |
| EP3220301A1 (en) | Method and system for collecting and analysing data from health monitoring devices | |
| CN107111852A (zh) | 睡眠改善系统以及使用该系统的睡眠改善方法 | |
| CN105592777A (zh) | 用于睡眠管理的方法和系统 | |
| CN103919537A (zh) | 情绪记录分析引导系统及其实现方法 | |
| JP2009106681A (ja) | 傾向予測装置及び傾向予測システム | |
| CN109044272A (zh) | 睡眠状态监测及睡眠环境参数调控方法、系统及终端设备 | |
| CN104933128A (zh) | 一种资讯推送方法及系统 | |
| CN115734741A (zh) | 睡眠数据的处理方法、装置、计算机设备、程序及介质 | |
| CN111077785A (zh) | 一种唤醒方法、装置、终端及存储介质 | |
| CN105354407A (zh) | 一种智能穿戴设备用户使用数据的处理方法和系统 | |
| CN110111815A (zh) | 动物异常声音监控方法及装置、存储介质、电子设备 | |
| WO2020077413A1 (en) | A method and apparatus for diagnosis of maladies from patient sounds | |
| CN111651454A (zh) | 一种数据处理方法、装置及计算机设备 | |
| KR102350643B1 (ko) | 활동 및 수면 데이터를 활용한 수면 품질 평가 시스템 | |
| CN112413829A (zh) | 一种入睡数据处理方法、装置、设备及可读介质 | |
| US20160174893A1 (en) | Apparatus and method for nighttime distress event monitoring | |
| US20220139563A1 (en) | Apparatus and method for managing circadian rhythm based on feedback function | |
| CN114711720A (zh) | 基于大数据的智能助眠床垫控制方法、系统及可读存储介质 | |
| TWI816614B (zh) | 睡眠監測系統及睡眠監測方法 | |
| CN105893753A (zh) | 一种健康提示方法及装置 | |
| Han et al. | The impact of digital alarm sound to human emotions: a case study |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination |