Fusion of Higher Order Spectra and Texture Extraction Methods for Automated Stroke Severity Classification with MRI Images

Saved in:
Bibliographic Details
Published inInternational Journal of Environmental Research and Public Health Vol. 18; p. 8059
Main Authors Oliver Faust, Joel En Wei Koh, Vicnesh Jahmunah, Sukant Sabut, Edward J. Ciaccio, Arshad Majid, Ali Ali, Gregory Y. H. Lip, U. Rajendra Acharya
Format Journal Article
LanguageJapanese
Published MDPI AG 29.07.2021
Subjects
Adaptive symmetric sampling
Algorithms
Diagnosis, Computer-Assisted
Higher Order Spectra
Humans
Magnetic Resonance Imaging
Stroke
stroke type classification
Stroke/diagnostic imaging
Support Vector Machine
Online AccessGet full text
ISSN1660-4601
DOI10.3390/ijerph18158059

Cover

Author Gregory Y. H. Lip
U. Rajendra Acharya
Joel En Wei Koh
Edward J. Ciaccio
Vicnesh Jahmunah
Oliver Faust
Ali Ali
Sukant Sabut
Arshad Majid
Author_xml – sequence: 1
  orcidid: 0000-0002-3979-4077
  fullname: Oliver Faust
– sequence: 2
  fullname: Joel En Wei Koh
– sequence: 3
  fullname: Vicnesh Jahmunah
– sequence: 4
  fullname: Sukant Sabut
– sequence: 5
  fullname: Edward J. Ciaccio
– sequence: 6
  orcidid: 0000-0002-1144-039x
  fullname: Arshad Majid
– sequence: 7
  orcidid: 0000-0001-6339-4076
  fullname: Ali Ali
– sequence: 8
  fullname: Gregory Y. H. Lip
– sequence: 9
  orcidid: 0000-0003-2689-8552
  fullname: U. Rajendra Acharya
BackLink https://cir.nii.ac.jp/crid/1872272492801025536$$DView record in CiNii
BookMark eNotTs1PwjAcbYwmInL13IPXaT_WryMhIEsgJMLddO1vrAgb6Yqif71DvbyXvLyvO3TdtA0g9EDJE-eGPIcdxGNNNRWaCHOFBlRKkuWS0Fs06rpQklxwqohkA_Q9O3WhbXBb4XnY1hDxKvoe10dwKVpsG483cE6nCHh67hWXLvYlpLr1Ha7aiMen1B5sAo_XKbbvgNfwATGkLzzZ236uCs7-hj5DqvHytcDFwW6hu0c3ld13MPrnIdrMppvJPFusXorJeJHtjJCZcZxq66l0lbL97dJIoyVVQtncGdBCGFsxRbn0Shulcii1KAVV0nquK8mH6PGvtgnhzYULUq0YUyw3TBNKmBBc8h9s5V7D
ContentType Journal Article
DBID RYH
DOI 10.3390/ijerph18158059
DatabaseName CiNii Complete
DeliveryMethod fulltext_linktorsrc
Discipline Public Health
EISSN 1660-4601
GroupedDBID ---
29J
2WC
53G
5GY
5VS
7X7
7XC
88E
8C1
8FE
8FG
8FH
8FI
8FJ
8R4
8R5
A8Z
AADQD
AAFWJ
AAHBH
ABGAM
ABUWG
ACGFO
ACGOD
ACIWK
ADBBV
AENEX
AFKRA
AFRAH
AFZYC
AHMBA
ALIPV
ALMA_UNASSIGNED_HOLDINGS
AOIJS
BAWUL
BCNDV
BENPR
BPHCQ
BVXVI
CCPQU
CS3
DIK
DU5
E3Z
EBD
EBS
EJD
EMB
EMOBN
F5P
FYUFA
GX1
HH5
HMCUK
HYE
KQ8
L6V
M1P
M48
MODMG
O5R
O5S
OK1
OVT
P2P
PGMZT
PHGZM
PHGZT
PIMPY
PQQKQ
PROAC
PSQYO
Q2X
RNS
RPM
RYH
SV3
TR2
UKHRP
XSB
ID FETCH-LOGICAL-j956-9c318ad16cf7a531b969861757a4c9e8559af27136d789774eb85b5176ad38f63
IEDL.DBID M48
IngestDate Thu Jun 26 21:46:15 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Language Japanese
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-j956-9c318ad16cf7a531b969861757a4c9e8559af27136d789774eb85b5176ad38f63
ORCID 0000-0002-1144-039x
0000-0003-2689-8552
0000-0002-3979-4077
0000-0001-6339-4076
OpenAccessLink http://journals.scholarsportal.info/openUrl.xqy?doi=10.3390/ijerph18158059
ParticipantIDs nii_cinii_1872272492801025536
PublicationCentury 2000
PublicationDate 2021-07-29
PublicationDateYYYYMMDD 2021-07-29
PublicationDate_xml – month: 07
  year: 2021
  text: 2021-07-29
  day: 29
PublicationDecade 2020
PublicationTitle International Journal of Environmental Research and Public Health
PublicationYear 2021
Publisher MDPI AG
Publisher_xml – name: MDPI AG
SSID ssib045317062
ssib045324555
ssib045315122
ssib045320524
ssib045317964
ssib045317841
ssib045321388
ssib045316934
ssib045321397
ssib045317989
ssib045321394
ssib045321392
ssj0038469
Score 2.276208
SourceID nii
SourceType Publisher
StartPage 8059
SubjectTerms Adaptive symmetric sampling
Algorithms
Diagnosis, Computer-Assisted
Higher Order Spectra
Humans
Magnetic Resonance Imaging
Stroke
stroke type classification
Stroke/diagnostic imaging
Support Vector Machine
Title Fusion of Higher Order Spectra and Texture Extraction Methods for Automated Stroke Severity Classification with MRI Images
URI https://cir.nii.ac.jp/crid/1872272492801025536
Volume 18
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVFSB
  databaseName: Free Full-Text Journals in Chemistry
  databaseCode: HH5
  dateStart: 20040101
  customDbUrl:
  isFulltext: true
  eissn: 1660-4601
  dateEnd: 99991231
  titleUrlDefault: http://abc-chemistry.org/
  omitProxy: true
  ssIdentifier: ssj0038469
  providerName: ABC ChemistRy
– providerCode: PRVAFT
  databaseName: Open Access Digital Library
  databaseCode: KQ8
  dateStart: 20050101
  customDbUrl:
  isFulltext: true
  eissn: 1660-4601
  dateEnd: 99991231
  titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html
  omitProxy: true
  ssIdentifier: ssj0038469
  providerName: Colorado Alliance of Research Libraries
– providerCode: PRVAFT
  databaseName: Open Access Digital Library
  databaseCode: KQ8
  dateStart: 20040101
  customDbUrl:
  isFulltext: true
  eissn: 1660-4601
  dateEnd: 99991231
  titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html
  omitProxy: true
  ssIdentifier: ssj0038469
  providerName: Colorado Alliance of Research Libraries
– providerCode: PRVBFR
  databaseName: Free Medical Journals
  databaseCode: DIK
  dateStart: 20040101
  customDbUrl:
  isFulltext: true
  eissn: 1660-4601
  dateEnd: 99991231
  titleUrlDefault: http://www.freemedicaljournals.com
  omitProxy: true
  ssIdentifier: ssj0038469
  providerName: Flying Publisher
– providerCode: PRVFQY
  databaseName: GFMER Free Medical Journals
  databaseCode: GX1
  dateStart: 20040101
  customDbUrl:
  isFulltext: true
  eissn: 1660-4601
  dateEnd: 99991231
  titleUrlDefault: http://www.gfmer.ch/Medical_journals/Free_medical.php
  omitProxy: true
  ssIdentifier: ssj0038469
  providerName: Geneva Foundation for Medical Education and Research
– providerCode: PRVAQN
  databaseName: WRHA-PubMed Central Free
  databaseCode: RPM
  dateStart: 20050101
  customDbUrl:
  isFulltext: true
  eissn: 1660-4601
  dateEnd: 99991231
  titleUrlDefault: https://www.ncbi.nlm.nih.gov/pmc/
  omitProxy: true
  ssIdentifier: ssj0038469
  providerName: National Library of Medicine
– providerCode: PRVPQU
  databaseName: Health & Medical Collection
  databaseCode: 7X7
  dateStart: 20090101
  customDbUrl:
  isFulltext: true
  eissn: 1660-4601
  dateEnd: 99991231
  titleUrlDefault: https://search.proquest.com/healthcomplete
  omitProxy: true
  ssIdentifier: ssj0038469
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Central
  databaseCode: BENPR
  dateStart: 20090101
  customDbUrl: http://www.proquest.com/pqcentral?accountid=15518
  isFulltext: true
  eissn: 1660-4601
  dateEnd: 99991231
  titleUrlDefault: https://www.proquest.com/central
  omitProxy: true
  ssIdentifier: ssj0038469
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Technology Collection
  databaseCode: 8FG
  dateStart: 20090101
  customDbUrl:
  isFulltext: true
  eissn: 1660-4601
  dateEnd: 99991231
  titleUrlDefault: https://search.proquest.com/technologycollection1
  omitProxy: true
  ssIdentifier: ssj0038469
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Public Health Database
  databaseCode: 8C1
  dateStart: 20090101
  customDbUrl:
  isFulltext: true
  eissn: 1660-4601
  dateEnd: 99991231
  titleUrlDefault: https://search.proquest.com/publichealth
  omitProxy: true
  ssIdentifier: ssj0038469
  providerName: ProQuest
– providerCode: PRVFZP
  databaseName: Scholars Portal Journals: Open Access
  databaseCode: M48
  dateStart: 20050501
  customDbUrl:
  isFulltext: true
  eissn: 1660-4601
  dateEnd: 20250731
  titleUrlDefault: http://journals.scholarsportal.info
  omitProxy: true
  ssIdentifier: ssj0038469
  providerName: Scholars Portal
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwhV1LSwMxEA4-LoKIT3wzB6-r3ezmdRBRaVGhKraCN8lms9CqLW63oP56Z3aL24rgZWFIDtkwyfdNMvmGsSMuEqTJJg0QyySJapPkbWiDRDuDAw9DW4oktW_l1WN88ySe6vynyQSO_gztqJ7UY_56_PH-eYYL_pQiTgzZT3p9j2NCqBIaycI8W0RU4uTh7Zrqx-hriG182pamlkYjWzXkTDtdyc3YUzeUlV0rtcdUYEHw6XYeRlrP2ob_sn_1r2_0yI6F-KHyEfIEU4lO_vHPCIyDXm8KGFurbGXCaOG8csE1Nte362y5Og6E6pXTBvtqjelYDoYZVJklcEean9Chh565BTtIoYs4Mc49ND-KvHpuAe2yvvUIkFnD-bgYIr32KXSKfPjioeNxGWIQAWVhT0p5Kr0M6GgZ2g_XcP2Gm-Vok3Vbze7lVTAp-xD0SRTRONxm0Euky5TFWU6MNBp5llA2Rv_RGALZjGNsLVOlib36RItEhEraNNKZjLbYwmA48NsMnIw9dwnPpMhi5Rs29KFy1mnhHe5TfIcd4LQ9ux59Q604VySgqElnT4hI7v7TvseWOKW4NFTAzT5bKPKxP0COUiSHbPGieXv_cFg64TdPP9At
linkProvider Scholars Portal
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Fusion+of+Higher+Order+Spectra+and+Texture+Extraction+Methods+for+Automated+Stroke+Severity+Classification+with+MRI+Images&rft.jtitle=International+Journal+of+Environmental+Research+and+Public+Health&rft.au=Oliver+Faust&rft.au=Joel+En+Wei+Koh&rft.au=Vicnesh+Jahmunah&rft.au=Sukant+Sabut&rft.date=2021-07-29&rft.pub=MDPI+AG&rft.eissn=1660-4601&rft.volume=18&rft.spage=8059&rft_id=info:doi/10.3390%2Fijerph18158059