JP7276586B2 - ストレス推定装置、ストレス推定方法、およびプログラム - Google Patents

ストレス推定装置、ストレス推定方法、およびプログラム Download PDF

Info

Publication number
JP7276586B2
JP7276586B2 JP2022500191A JP2022500191A JP7276586B2 JP 7276586 B2 JP7276586 B2 JP 7276586B2 JP 2022500191 A JP2022500191 A JP 2022500191A JP 2022500191 A JP2022500191 A JP 2022500191A JP 7276586 B2 JP7276586 B2 JP 7276586B2
Authority
JP
Japan
Prior art keywords
stress
data
body motion
body movement
frequency
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.)
Active
Application number
JP2022500191A
Other languages
English (en)
Japanese (ja)
Other versions
JPWO2021161525A1 (https=
JPWO2021161525A5 (ja
Inventor
嘉樹 中島
剛範 辻川
旭美 梅松
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
NEC Corp
Original Assignee
NEC Corp
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by NEC Corp filed Critical NEC Corp
Publication of JPWO2021161525A1 publication Critical patent/JPWO2021161525A1/ja
Publication of JPWO2021161525A5 publication Critical patent/JPWO2021161525A5/ja
Application granted granted Critical
Publication of JP7276586B2 publication Critical patent/JP7276586B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/16Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state
    • A61B5/165Evaluating the state of mind, e.g. depression, anxiety
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235Details of waveform analysis
    • A61B5/7246Details of waveform analysis using correlation, e.g. template matching or determination of similarity
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/0002Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network
    • A61B5/0015Remote monitoring of patients using telemetry, e.g. transmission of vital signals via a communication network characterised by features of the telemetry system
    • A61B5/0022Monitoring a patient using a global network, e.g. telephone networks, internet
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/103Measuring devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb
    • A61B5/1118Determining activity level
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/103Measuring devices for testing the shape, pattern, colour, size or movement of the body or parts thereof, for diagnostic purposes
    • A61B5/11Measuring movement of the entire body or parts thereof, e.g. head or hand tremor or mobility of a limb
    • A61B5/1123Discriminating type of movement, e.g. walking or running
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/68Arrangements of detecting, measuring or recording means, e.g. sensors, in relation to patient
    • A61B5/6801Arrangements 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
    • A61B5/6802Sensor mounted on worn items
    • A61B5/681Wristwatch-type devices
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7271Specific aspects of physiological measurement analysis
    • A61B5/7275Determining trends in physiological measurement data; Predicting development of a medical condition based on physiological measurements, e.g. determining a risk factor
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/30ICT 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
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2562/00Details of sensors; Constructional details of sensor housings or probes; Accessories for sensors
    • A61B2562/02Details of sensors specially adapted for in-vivo measurements
    • A61B2562/0219Inertial sensors, e.g. accelerometers, gyroscopes, tilt switches
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235Details of waveform analysis
    • A61B5/7264Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • A61B5/7267Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems involving training the classification device

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Pathology (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Molecular Biology (AREA)
  • Physics & Mathematics (AREA)
  • Veterinary Medicine (AREA)
  • Biophysics (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Psychiatry (AREA)
  • Physiology (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Signal Processing (AREA)
  • Child & Adolescent Psychology (AREA)
  • Dentistry (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Social Psychology (AREA)
  • Psychology (AREA)
  • Developmental Disabilities (AREA)
  • Educational Technology (AREA)
  • Hospice & Palliative Care (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
JP2022500191A 2020-02-14 2020-02-14 ストレス推定装置、ストレス推定方法、およびプログラム Active JP7276586B2 (ja)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/JP2020/005877 WO2021161525A1 (ja) 2020-02-14 2020-02-14 ストレス推定装置、ストレス推定方法、およびコンピュータ読み取り可能な記録媒体

Publications (3)

Publication Number Publication Date
JPWO2021161525A1 JPWO2021161525A1 (https=) 2021-08-19
JPWO2021161525A5 JPWO2021161525A5 (ja) 2022-10-19
JP7276586B2 true JP7276586B2 (ja) 2023-05-18

Family

ID=77292292

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2022500191A Active JP7276586B2 (ja) 2020-02-14 2020-02-14 ストレス推定装置、ストレス推定方法、およびプログラム

Country Status (3)

Country Link
US (1) US20230077694A1 (https=)
JP (1) JP7276586B2 (https=)
WO (1) WO2021161525A1 (https=)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20230119323A1 (en) * 2020-03-19 2023-04-20 Nippon Telegraph And Telephone Corporation Unconsciousness estimation apparatus, unconsciousness estimation method and program
TR2021016393A1 (tr) * 2021-10-21 2023-05-22 Erci̇yes Üni̇versi̇tesi̇ Strateji̇ Geli̇şti̇rme Dai̇re Başkanliği Hi̇perakti̇vi̇te bozukluğu hastaliğinin tanisina yardimci olmasi i̇çi̇n bi̇r bi̇lgi̇sayar uygulamali yöntem ve si̇stem

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019159252A1 (ja) 2018-02-14 2019-08-22 日本電気株式会社 生体信号を用いるストレス推定装置およびストレス推定方法

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP5777026B2 (ja) * 2010-10-01 2015-09-09 シャープ株式会社 ストレス状態推定装置、ストレス状態推定方法、プログラム、および記録媒体
EP3238611B1 (en) * 2016-04-29 2021-11-17 Stichting IMEC Nederland A method and device for estimating a condition of a person
WO2019069417A1 (ja) * 2017-10-05 2019-04-11 日本電気株式会社 生体情報処理装置、生体情報処理システム、生体情報処理方法、および記憶媒体

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2019159252A1 (ja) 2018-02-14 2019-08-22 日本電気株式会社 生体信号を用いるストレス推定装置およびストレス推定方法

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
中島 嘉樹 ほか NAKASHIMA, Yoshiki et al.,長期ストレス推定における活動状態データ又は活動強度データを用いることによる効果比較 An Effectiveness,電子情報通信学会2019年通信ソサイエティ大会講演論文集1 PROCEEDINGS OF THE 2019 IEICE COMMUNICAT,日本,一般社団法人電子情報通信学会 THE INSTITUTE OF ELE,2019年,p.372,ISSN:1349-1415

Also Published As

Publication number Publication date
WO2021161525A1 (ja) 2021-08-19
JPWO2021161525A1 (https=) 2021-08-19
US20230077694A1 (en) 2023-03-16

Similar Documents

Publication Publication Date Title
US10966666B2 (en) Machine learnt model to detect REM sleep periods using a spectral analysis of heart rate and motion
US10470719B2 (en) Machine learnt model to detect REM sleep periods using a spectral analysis of heart rate and motion
Padmaja et al. A machine learning approach for stress detection using a wireless physical activity tracker
US20220222687A1 (en) Systems and Methods for Assessing the Marketability of a Product
US20150120238A1 (en) Monitoring adjustable workstations
JP6304050B2 (ja) 生体状態推定装置
JP7006597B2 (ja) 心身状態測定装置、心身状態測定方法、心身状態測定プログラムおよび記憶媒体
JP7276586B2 (ja) ストレス推定装置、ストレス推定方法、およびプログラム
WO2019069417A1 (ja) 生体情報処理装置、生体情報処理システム、生体情報処理方法、および記憶媒体
Jenkins et al. Comparing GENEActiv against Actiwatch-2 over seven nights using a common sleep scoring algorithm and device-specific wake thresholds
CN115023180A (zh) 用于确定心血管参数的方法和系统
US11315033B2 (en) Machine learning computer system to infer human internal states
Ishimaru et al. The wordometer 2.0: estimating the number of words you read in real life using commercial EOG glasses
JP7136341B2 (ja) ストレス推定装置、ストレス推定方法およびプログラム
KR20190115252A (ko) 생체 및 운동 신호 기반의 스트레스 분석 방법
US11744505B2 (en) Traumatic brain injury diagnostics system and method
JP7708185B2 (ja) 情報処理装置、制御方法及びプログラム
JP2023167702A (ja) 生体特徴量算出システムおよび方法
US20230144812A1 (en) Stress tolerable amount calculation apparatus, stress tolerable amount calculation method, and computer readable recording medium
US20230101907A1 (en) Stress release degree calculation apparatus, stress release degree calculationmethod, and computer readable recording medium
JP2023023771A (ja) 体温変動解析システム
Zhang et al. Investigating the Use of Changes in Facial Features as Indicators of Physical Workload
JP7632487B2 (ja) ストレス度の推定方法、教師データの生成方法、情報処理装置、ストレス度推定プログラム、および教師データ生成プログラム
JP7845111B2 (ja) 予測装置、予測方法、及び予測プログラム
Kitade et al. Development of a real-time chronic stress visualization system from long-term physiological data

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20220808

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20220808

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20230404

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20230417

R151 Written notification of patent or utility model registration

Ref document number: 7276586

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R151