[go: up one dir, main page]

GB2578929B - Automatic brain disorder tendency screening using statistical features of MEG data - Google Patents

Automatic brain disorder tendency screening using statistical features of MEG data Download PDF

Info

Publication number
GB2578929B
GB2578929B GB1900786.3A GB201900786A GB2578929B GB 2578929 B GB2578929 B GB 2578929B GB 201900786 A GB201900786 A GB 201900786A GB 2578929 B GB2578929 B GB 2578929B
Authority
GB
United Kingdom
Prior art keywords
screening
statistical features
brain disorder
meg data
automatic brain
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
GB1900786.3A
Other versions
GB201900786D0 (en
GB2578929A (en
Inventor
Nayef Alotaiby Turky
Rashid Airshoud Saud
A Alshebeili Saleh
H Alhumeed Majed
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.)
King Abdulaziz City for Science and Technology KACST
Original Assignee
King Abdulaziz City for Science and Technology KACST
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 King Abdulaziz City for Science and Technology KACST filed Critical King Abdulaziz City for Science and Technology KACST
Publication of GB201900786D0 publication Critical patent/GB201900786D0/en
Publication of GB2578929A publication Critical patent/GB2578929A/en
Application granted granted Critical
Publication of GB2578929B publication Critical patent/GB2578929B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

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
    • 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
    • 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]
    • 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
    • A61B5/4058—Detecting, measuring or recording for evaluating the nervous system for evaluating the central nervous system
    • A61B5/4064—Evaluating the brain
    • 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
    • A61B5/40—Detecting, measuring or recording for evaluating the nervous system
    • A61B5/4076—Diagnosing or monitoring particular conditions of the nervous system
    • A61B5/4094—Diagnosing or monitoring seizure diseases, e.g. epilepsy

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Physics & Mathematics (AREA)
  • Public Health (AREA)
  • Surgery (AREA)
  • Veterinary Medicine (AREA)
  • General Health & Medical Sciences (AREA)
  • Psychiatry (AREA)
  • Animal Behavior & Ethology (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Pathology (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Medical Informatics (AREA)
  • Physiology (AREA)
  • Neurology (AREA)
  • Psychology (AREA)
  • Signal Processing (AREA)
  • Evolutionary Computation (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Fuzzy Systems (AREA)
  • Mathematical Physics (AREA)
  • Child & Adolescent Psychology (AREA)
  • Developmental Disabilities (AREA)
  • Hospice & Palliative Care (AREA)
  • Neurosurgery (AREA)
  • Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
GB1900786.3A 2018-11-13 2019-01-21 Automatic brain disorder tendency screening using statistical features of MEG data Active GB2578929B (en)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
SA118400193 2018-11-13

Publications (3)

Publication Number Publication Date
GB201900786D0 GB201900786D0 (en) 2019-03-06
GB2578929A GB2578929A (en) 2020-06-03
GB2578929B true GB2578929B (en) 2021-07-07

Family

ID=65528307

Family Applications (1)

Application Number Title Priority Date Filing Date
GB1900786.3A Active GB2578929B (en) 2018-11-13 2019-01-21 Automatic brain disorder tendency screening using statistical features of MEG data

Country Status (1)

Country Link
GB (1) GB2578929B (en)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111956221B (en) * 2020-09-07 2022-06-07 南京医科大学 A classification method of temporal lobe epilepsy based on wavelet scatter factor and LSTM neural network model

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20170281071A1 (en) * 2016-03-30 2017-10-05 Brain F.I.T. Imaging, LLC Methods and magnetic imaging devices to inventory human brain cortical function

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20170281071A1 (en) * 2016-03-30 2017-10-05 Brain F.I.T. Imaging, LLC Methods and magnetic imaging devices to inventory human brain cortical function

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
30th Annual International IEEE EMBS Conference, August 20-24 2008, Vancouver, Ince N. F. et al., "Selection of Spectro-Temporal Patterns in Multichannel MEG with Support Vector Machines for Schizophrenia Classification", pages 3554-3557 *

Also Published As

Publication number Publication date
GB201900786D0 (en) 2019-03-06
GB2578929A (en) 2020-06-03

Similar Documents

Publication Publication Date Title
IL277272A (en) Rimegepant for cgrp related disorders
GB2590538B (en) Quality review system
GB201818634D0 (en) Language disorder diagnosis/screening
GB201814620D0 (en) Analysis of cardiac data
GB201605199D0 (en) Modifying quality of service treatment for data flows
GB2574141B (en) Data masking
EP3712277C0 (en) Biomarkers of severe traumatic brain injury
PL3529989T3 (en) Constant-slope bitrate allocation for distributed video encoding
GB2586716B (en) Data anonymization
GB201516727D0 (en) Distributed merging of data sets
IL275622A (en) Methods for securing data
SG11202005536TA (en) Enterprise data services cockpit
GB201808107D0 (en) Data filtering
GB201702600D0 (en) Neurological data processing
SG10201909996XA (en) Systems and methods for projecting data trends
GB2567027B (en) Common priority information for multiple resource arbitration
GB201508302D0 (en) Method of screening synthetic promotors
SG11202100401VA (en) Cross-carrier scheduling for bandwidth parts
GB202104657D0 (en) Resource allocation using distributed segment processing credits
GB2578929B (en) Automatic brain disorder tendency screening using statistical features of MEG data
GB2587583B (en) Multiple cache processing of streaming data
GB201905778D0 (en) Data anonymization
GB2560749B (en) Trace data representation
EP3893725C0 (en) Brain imaging
SG11202001103QA (en) Method for screening splicing variants or events