IN2014MN01585A - - Google Patents

Info

Publication number
IN2014MN01585A
IN2014MN01585A IN1585MUN2014A IN2014MN01585A IN 2014MN01585 A IN2014MN01585 A IN 2014MN01585A IN 1585MUN2014 A IN1585MUN2014 A IN 1585MUN2014A IN 2014MN01585 A IN2014MN01585 A IN 2014MN01585A
Authority
IN
India
Prior art keywords
features
multimodal
classifiers
neurological assessment
subset
Prior art date
Application number
Inventor
Neil S Rothman
Original Assignee
Brainscope Co Inc
Neil S Rothman
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 Brainscope Co Inc, Neil S Rothman filed Critical Brainscope Co Inc
Publication of IN2014MN01585A publication Critical patent/IN2014MN01585A/en

Links

Classifications

    • 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
    • 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
    • A61B5/24—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]
    • A61B5/372—Analysis of electroencephalograms
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/40—Detecting, measuring or recording for evaluating the nervous system
    • A61B5/4029—Detecting, measuring or recording for evaluating the nervous system for evaluating the peripheral nervous systems
    • A61B5/4041—Evaluating nerves condition
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/40—Detecting, measuring or recording for evaluating the nervous system
    • A61B5/4076—Diagnosing or monitoring particular conditions of the nervous system
    • A61B5/4088—Diagnosing of monitoring cognitive diseases, e.g. Alzheimer, prion diseases or dementia
    • 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
    • A61B5/6802—Sensor mounted on worn items
    • A61B5/6803—Head-worn items, e.g. helmets, masks, headphones or goggles
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/74—Details of notification to user or communication with user or patient; User input means
    • A61B5/7475—User input or interface means, e.g. keyboard, pointing device, joystick
    • 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]
    • A61B5/377—Electroencephalography [EEG] using evoked responses
    • A61B5/378—Visual stimuli
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F04—POSITIVE - DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS FOR LIQUIDS OR ELASTIC FLUIDS
    • F04C—ROTARY-PISTON, OR OSCILLATING-PISTON, POSITIVE-DISPLACEMENT MACHINES FOR LIQUIDS; ROTARY-PISTON, OR OSCILLATING-PISTON, POSITIVE-DISPLACEMENT PUMPS
    • F04C2270/00—Control; Monitoring or safety arrangements
    • F04C2270/04—Force
    • F04C2270/041—Controlled or regulated
    • 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

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Medical Informatics (AREA)
  • Pathology (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Biophysics (AREA)
  • Psychiatry (AREA)
  • Artificial Intelligence (AREA)
  • Psychology (AREA)
  • Neurology (AREA)
  • Physiology (AREA)
  • Fuzzy Systems (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Signal Processing (AREA)
  • Neurosurgery (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Developmental Disabilities (AREA)
  • Child & Adolescent Psychology (AREA)
  • Hospice & Palliative Care (AREA)
  • Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

A method of building classifiers for multimodal neurological assessment is described. The method comprises the steps of extracting quantitative features from a plurality of physiological and neurocognitive assessments and selecting a subset of features from the extracted pool of features to construct multimodal classifiers. A device for performing point of care multimodal neurological assessment is also described.
IN1585MUN2014 2012-01-18 2013-01-14 IN2014MN01585A (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US13/352,618 US8792974B2 (en) 2012-01-18 2012-01-18 Method and device for multimodal neurological evaluation
PCT/US2013/021387 WO2013109492A1 (en) 2012-01-18 2013-01-14 Method and device for multimodal neurological evaluation

Publications (1)

Publication Number Publication Date
IN2014MN01585A true IN2014MN01585A (en) 2015-05-08

Family

ID=47664419

Family Applications (1)

Application Number Title Priority Date Filing Date
IN1585MUN2014 IN2014MN01585A (en) 2012-01-18 2013-01-14

Country Status (8)

Country Link
US (2) US8792974B2 (en)
EP (2) EP2814387A1 (en)
JP (2) JP6180434B2 (en)
CN (2) CN107252314B (en)
CA (1) CA2873688C (en)
HK (2) HK1200303A1 (en)
IN (1) IN2014MN01585A (en)
WO (1) WO2013109492A1 (en)

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US11076797B2 (en) 2018-04-10 2021-08-03 Cerenetex, Inc. Systems and methods for the identification of medical conditions, and determination of appropriate therapies, by passively detecting acoustic signals from cerebral vasculature
US12004846B2 (en) 2018-04-10 2024-06-11 Cerenetex, Inc. Non-invasive systems and methods for the improved evaluation of patients suffering from undiagnosed headaches

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US9269046B2 (en) 2012-01-18 2016-02-23 Brainscope Company, Inc. Method and device for multimodal neurological evaluation
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US10102333B2 (en) 2013-01-21 2018-10-16 International Business Machines Corporation Feature selection for efficient epistasis modeling for phenotype prediction
US20140207799A1 (en) * 2013-01-21 2014-07-24 International Business Machines Corporation Hill-climbing feature selection with max-relevancy and minimum redundancy criteria
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US10874355B2 (en) 2014-04-24 2020-12-29 Cognoa, Inc. Methods and apparatus to determine developmental progress with artificial intelligence and user input
WO2015187401A1 (en) * 2014-06-04 2015-12-10 Neil Rothman Method and device for multimodal neurological evaluation
US10028694B2 (en) 2014-11-25 2018-07-24 Scienceplusplease, Llc Non-invasive systems and methods to detect cortical spreading depression for the detection and assessment of brain injury and concussion
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US11559244B2 (en) * 2018-09-11 2023-01-24 Icm—Institut Du Cerveau Et De La Moelle Épinière System and methods for consciousness evaluation in non-communicating subjects
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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11076797B2 (en) 2018-04-10 2021-08-03 Cerenetex, Inc. Systems and methods for the identification of medical conditions, and determination of appropriate therapies, by passively detecting acoustic signals from cerebral vasculature
US12004846B2 (en) 2018-04-10 2024-06-11 Cerenetex, Inc. Non-invasive systems and methods for the improved evaluation of patients suffering from undiagnosed headaches

Also Published As

Publication number Publication date
CA2873688A1 (en) 2013-07-25
US8792974B2 (en) 2014-07-29
US20130184603A1 (en) 2013-07-18
JP2015507516A (en) 2015-03-12
HK1245057A1 (en) 2018-08-24
CN104427932B (en) 2017-07-11
JP6180434B2 (en) 2017-08-16
EP2814387A1 (en) 2014-12-24
US20140316221A1 (en) 2014-10-23
CN107252314B (en) 2020-02-07
EP4008255A1 (en) 2022-06-08
CN107252314A (en) 2017-10-17
CN104427932A (en) 2015-03-18
WO2013109492A1 (en) 2013-07-25
WO2013109492A8 (en) 2014-08-28
JP2016198588A (en) 2016-12-01
US9198587B2 (en) 2015-12-01
HK1200303A1 (en) 2015-08-07
CA2873688C (en) 2019-11-19

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