EP4157089A4 - Measuring and strengthening physiological/neurophysiologial states predictive of superior performance - Google Patents

Measuring and strengthening physiological/neurophysiologial states predictive of superior performance Download PDF

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Publication number
EP4157089A4
EP4157089A4 EP21813613.3A EP21813613A EP4157089A4 EP 4157089 A4 EP4157089 A4 EP 4157089A4 EP 21813613 A EP21813613 A EP 21813613A EP 4157089 A4 EP4157089 A4 EP 4157089A4
Authority
EP
European Patent Office
Prior art keywords
neurophysiologial
predictive
states
measuring
superior performance
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.)
Withdrawn
Application number
EP21813613.3A
Other languages
German (de)
French (fr)
Other versions
EP4157089A2 (en
Inventor
Amy Kruse
Paul DEGUZMAN
Jacek Dmochowski
Paul Sajda
David Bach
Sam DEWITT
Jamie GALLO
Pawel GUCIK
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.)
Optios Inc
Original Assignee
Optios Inc
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 Optios Inc filed Critical Optios Inc
Publication of EP4157089A2 publication Critical patent/EP4157089A2/en
Publication of EP4157089A4 publication Critical patent/EP4157089A4/en
Withdrawn legal-status Critical Current

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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
    • G16H50/20—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
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/044—Recurrent networks, e.g. Hopfield networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
    • 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
    • G16H20/00—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • G16H20/70—ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to mental therapies, e.g. psychological therapy or autogenous training
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/24—Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316—Modalities, i.e. specific diagnostic methods
    • A61B5/369—Electroencephalography [EEG]

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • Computational Linguistics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Molecular Biology (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Biophysics (AREA)
  • Developmental Disabilities (AREA)
  • Probability & Statistics with Applications (AREA)
  • Psychiatry (AREA)
  • Psychology (AREA)
  • Social Psychology (AREA)
  • Pathology (AREA)
  • Child & Adolescent Psychology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Databases & Information Systems (AREA)
  • Hospice & Palliative Care (AREA)
  • Algebra (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
EP21813613.3A 2020-05-24 2021-05-24 Measuring and strengthening physiological/neurophysiologial states predictive of superior performance Withdrawn EP4157089A4 (en)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US202063029475P 2020-05-24 2020-05-24
US202063051224P 2020-07-13 2020-07-13
US202163142227P 2021-01-27 2021-01-27
PCT/US2021/033902 WO2021242691A2 (en) 2020-05-24 2021-05-24 Measuring and strengthening physiological/neurophysiologial states predictive of superior performance

Publications (2)

Publication Number Publication Date
EP4157089A2 EP4157089A2 (en) 2023-04-05
EP4157089A4 true EP4157089A4 (en) 2023-11-01

Family

ID=78745746

Family Applications (1)

Application Number Title Priority Date Filing Date
EP21813613.3A Withdrawn EP4157089A4 (en) 2020-05-24 2021-05-24 Measuring and strengthening physiological/neurophysiologial states predictive of superior performance

Country Status (3)

Country Link
EP (1) EP4157089A4 (en)
CA (1) CA3174397A1 (en)
WO (1) WO2021242691A2 (en)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA3174382A1 (en) * 2021-06-08 2022-12-08 Beau ALBISTON Measuring, strengthening, and adaptively responding to physiological/neurophysiological states
CN114343639B (en) * 2022-01-05 2024-04-12 北京理工大学 Electroencephalogram signal feature recognition analysis method based on clustering-fusion
CN114461069A (en) * 2022-02-07 2022-05-10 上海图灵智算量子科技有限公司 Quantum CNN-LSTM-based emotion recognition method
CN116168035B (en) * 2023-04-26 2023-06-30 首都医科大学附属北京天坛医院 Brain entropy determination method, system, electronic equipment and storage medium

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20090171942A1 (en) * 2007-12-31 2009-07-02 Bipin Suresh Predicting and ranking search query results
US20150199010A1 (en) * 2012-09-14 2015-07-16 Interaxon Inc. Systems and methods for collecting, analyzing, and sharing bio-signal and non-bio-signal data
US20160242690A1 (en) * 2013-12-17 2016-08-25 University Of Florida Research Foundation, Inc. Brain state advisory system using calibrated metrics and optimal time-series decomposition
US20160302720A1 (en) * 2007-04-05 2016-10-20 New York University System and Method for Pain Detection and Computation of a Pain Quantification Index
US20200008725A1 (en) * 2018-07-05 2020-01-09 Platypus Institute Identifying and strengthening physiological/neurophysiological states predictive of superior performance

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8433660B2 (en) * 2009-12-01 2013-04-30 Microsoft Corporation Managing a portfolio of experts
US9489636B2 (en) * 2012-04-18 2016-11-08 Tagasauris, Inc. Task-agnostic integration of human and machine intelligence
US20160180234A1 (en) * 2014-12-23 2016-06-23 InsideSales.com, Inc. Using machine learning to predict performance of an individual in a role based on characteristics of the individual

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20160302720A1 (en) * 2007-04-05 2016-10-20 New York University System and Method for Pain Detection and Computation of a Pain Quantification Index
US20090171942A1 (en) * 2007-12-31 2009-07-02 Bipin Suresh Predicting and ranking search query results
US20150199010A1 (en) * 2012-09-14 2015-07-16 Interaxon Inc. Systems and methods for collecting, analyzing, and sharing bio-signal and non-bio-signal data
US20160242690A1 (en) * 2013-12-17 2016-08-25 University Of Florida Research Foundation, Inc. Brain state advisory system using calibrated metrics and optimal time-series decomposition
US20200008725A1 (en) * 2018-07-05 2020-01-09 Platypus Institute Identifying and strengthening physiological/neurophysiological states predictive of superior performance

Also Published As

Publication number Publication date
EP4157089A2 (en) 2023-04-05
WO2021242691A3 (en) 2021-12-30
WO2021242691A2 (en) 2021-12-02
CA3174397A1 (en) 2021-12-02

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