A SOA-based medical diagnosis decision support system using the Bayesian theorem and web service technology

This study employs the framework of web services in conjunction with the Bayesian theorem to construct a SOA-based medical decision support system for diagnosis. The purpose is to help users (physicians) with issues pertinent to medical diagnosis decisions. Users, through the system, key in availabl...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Journal of the Chinese Institute of Engineers Jg. 32; H. 7; S. 923 - 930
Hauptverfasser: Chang, Chung C., Lu, Hsueh-Ming
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Taylor & Francis Group 01.11.2009
Schlagworte:
medical decision support systems
service-oriented architecture
the Bayesian theorem
web services
ISSN:0253-3839, 2158-7299
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Abstract This study employs the framework of web services in conjunction with the Bayesian theorem to construct a SOA-based medical decision support system for diagnosis. The purpose is to help users (physicians) with issues pertinent to medical diagnosis decisions. Users, through the system, key in available prior probabilities, and through computation based on the Bayesian theorem, obtain more accurate diagnosis. The process helps users enhance the quality and efficiency of medical decisions. On the other hand, features of web services enable this medical decision support system to offer more service platforms than the conventional one. Users will have access to the system whether they use Windows, Macintosh, Linux or any other platforms that connect with the Internet via HTTP. More important is the fact that after the system is complete, all web system developers will be able to access the system as a software element freely and quickly. This way, the goal of this study - to provide a medical diagnosis decision support tool and speedily integrate heterogeneous medical decision support systems can be effectively achieved.
AbstractList This study employs the framework of web services in conjunction with the Bayesian theorem to construct a SOA-based medical decision support system for diagnosis. The purpose is to help users (physicians) with issues pertinent to medical diagnosis decisions. Users, through the system, key in available prior probabilities, and through computation based on the Bayesian theorem, obtain more accurate diagnosis. The process helps users enhance the quality and efficiency of medical decisions. On the other hand, features of web services enable this medical decision support system to offer more service platforms than the conventional one. Users will have access to the system whether they use Windows, Macintosh, Linux or any other platforms that connect with the Internet via HTTP. More important is the fact that after the system is complete, all web system developers will be able to access the system as a software element freely and quickly. This way, the goal of this study - to provide a medical diagnosis decision support tool and speedily integrate heterogeneous medical decision support systems can be effectively achieved.
Author Lu, Hsueh-Ming
Chang, Chung C.
Author_xml – sequence: 1
  givenname: Chung C.
  surname: Chang
  fullname: Chang, Chung C.
  organization: Department of Information Management , Chinese Culture University
– sequence: 2
  givenname: Hsueh-Ming
  surname: Lu
  fullname: Lu, Hsueh-Ming
  organization: Department of Information Management , Chinese Culture University
BookMark eNqFkMtOwzAQRS1UJMrjE5D8Ayl-xEksNpSKl4TUBd1HE2fSGlK7sg0of08jyoYFrEajuedKc07JxHmHhFxyNuOsYldMKCkrqWeCMT3TRclVqY_IVHBVZaXQekKmYyYbQyfkNMZXxkShBJ-Stzl9Wc6zBiK2dIutNdDT1sLa-WgjbdHYaL2j8X238yHROMSEW_oerVvTtEF6CwNGC25cfNifwLX0ExsaMXxYgzSh2Tjf-_VwTo476CNeHOYZWd3frRaP2fPy4Wkxf86MLFTKVCNRMYBKSN4xk2ujUYicGc5ZgQ1rirITDLHCsjQ5gCkl553KNecmL7k8I9fftSb4GAN2tbEJ0v6LFMD2NWf1qK3-0VaP2uqDtj2tftG7YLcQhn-5m2_Ous6HLXz60Ld1gqH3oQvg9h5r-XfFF9yTh5I
CitedBy_id crossref_primary_10_1186_s40708_022_00153_9
crossref_primary_10_1080_02533839_2012_701888
Cites_doi 10.1145/129852.129861
10.1109/ICMLC.2008.4621053
10.1007/978-1-4612-2698-7
10.1080/02533839.2005.9671033
ContentType Journal Article
Copyright Copyright Taylor & Francis Group, LLC 2009
Copyright_xml – notice: Copyright Taylor & Francis Group, LLC 2009
DBID AAYXX
CITATION
DOI 10.1080/02533839.2009.9671579
DatabaseName CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 2158-7299
EndPage 930
ExternalDocumentID 10_1080_02533839_2009_9671579
9671579
GroupedDBID -~X
.7F
.QJ
0BK
0R~
30N
4.4
5GY
8RM
AAENE
AAGDL
AAHIA
AAJMT
AALDU
AAMIU
AAPUL
AAQRR
ABCCY
ABFIM
ABLIJ
ABPAQ
ABPEM
ABTAI
ABXUL
ABXYU
ACGFS
ACTIO
ADCVX
ADGTB
ADUMR
AEISY
AENEX
AEOZL
AFRVT
AGBKS
AGDLA
AGMYJ
AHDZW
AIJEM
AIYEW
AKBVH
AKOOK
ALMA_UNASSIGNED_HOLDINGS
ALQZU
AQRUH
AQTUD
AVBZW
BLEHA
CCCUG
DGEBU
DKSSO
EBS
EJD
E~A
E~B
FRP
GTTXZ
H13
HZ~
H~P
J.P
KYCEM
M4Z
NA5
NX~
O9-
RNANH
ROSJB
RTWRZ
S-T
SNACF
TASJS
TBQAZ
TDBHL
TEN
TFL
TFT
TFW
TTHFI
TUROJ
UT5
UU3
ZGOLN
~S~
07I
AAYXX
ACTTO
ADMLS
ADXEU
AEHZU
AEZBV
AFBWG
AFION
AGVKY
AGWUF
AGYFW
AKHJE
AKMBP
ALRRR
ALXIB
BGSSV
BWMZZ
C0-
CITATION
CYRSC
DAOYK
DEXXA
FETWF
HF~
IFELN
LJTGL
OPCYK
RIG
TAJZE
UB6
ID FETCH-LOGICAL-c365t-5b3e50aa8231f0c49c9e2240c1106eb0b67f20ee8e77c4aac7311f54911c4713
IEDL.DBID TFW
ISICitedReferencesCount 4
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000272526500006&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 0253-3839
IngestDate Sat Nov 29 08:13:09 EST 2025
Tue Nov 18 21:51:37 EST 2025
Mon Oct 20 23:47:47 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 7
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c365t-5b3e50aa8231f0c49c9e2240c1106eb0b67f20ee8e77c4aac7311f54911c4713
PageCount 8
ParticipantIDs informaworld_taylorfrancis_310_1080_02533839_2009_9671579
crossref_citationtrail_10_1080_02533839_2009_9671579
crossref_primary_10_1080_02533839_2009_9671579
PublicationCentury 2000
PublicationDate 2009-11-01
PublicationDateYYYYMMDD 2009-11-01
PublicationDate_xml – month: 11
  year: 2009
  text: 2009-11-01
  day: 01
PublicationDecade 2000
PublicationTitle Journal of the Chinese Institute of Engineers
PublicationYear 2009
Publisher Taylor & Francis Group
Publisher_xml – name: Taylor & Francis Group
References Wu G. S. (CIT0015) 2006; 15
CIT0012
CIT0011
Jian S. C. (CIT0007) 2004
Chang C. C. (CIT0001) 1998; 4
Shabot M. M. (CIT0009) 1994
Weerawarana S. (CIT0013) 2005
Chen C. F. (CIT0004) 2003
Huang J. S. (CIT0006) 2003
Wu S. H. (CIT0016) 2002
CIT0003
CIT0002
CIT0005
Newcomer E. (CIT0008) 2005
Shortliffe E. H. (CIT0010) 1990
Westerman J. (CIT0014) 2007
References_xml – volume-title: SOA Applications
  year: 2004
  ident: CIT0007
– volume-title: Web Services Platform Architecture
  year: 2005
  ident: CIT0013
– ident: CIT0011
  doi: 10.1145/129852.129861
– volume-title: Understanding SOA with Web Services
  year: 2005
  ident: CIT0008
– ident: CIT0003
  doi: 10.1109/ICMLC.2008.4621053
– volume: 15
  start-page: 41
  year: 2006
  ident: CIT0015
  publication-title: The Journal of Taiwan Association for Medical Informatics
– volume-title: Decision Support Systems in Critical Care
  year: 1994
  ident: CIT0009
  doi: 10.1007/978-1-4612-2698-7
– ident: CIT0012
  doi: 10.1080/02533839.2005.9671033
– volume-title: SOA
  year: 2007
  ident: CIT0014
– ident: CIT0002
– volume-title: Introduction to SOA Computing and Frameworks
  year: 2002
  ident: CIT0016
– volume-title: Introduction and Applications of Web Services: Using Visual Studio
  year: 2003
  ident: CIT0004
– ident: CIT0005
– volume-title: Medical Informatics
  year: 1990
  ident: CIT0010
– volume: 4
  start-page: 14
  year: 1998
  ident: CIT0001
  publication-title: The Journal of Taiwan Association for Medical Informatics
– volume-title: Plan Report
  year: 2003
  ident: CIT0006
SSID ssj0026521
ssj0001654702
Score 1.7863369
Snippet This study employs the framework of web services in conjunction with the Bayesian theorem to construct a SOA-based medical decision support system for...
SourceID crossref
informaworld
SourceType Enrichment Source
Index Database
Publisher
StartPage 923
SubjectTerms medical decision support systems
service-oriented architecture
the Bayesian theorem
web services
Title A SOA-based medical diagnosis decision support system using the Bayesian theorem and web service technology
URI https://www.tandfonline.com/doi/abs/10.1080/02533839.2009.9671579
Volume 32
WOSCitedRecordID wos000272526500006&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVAWR
  databaseName: Taylor & Francis
  customDbUrl:
  eissn: 2158-7299
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0026521
  issn: 0253-3839
  databaseCode: TFW
  dateStart: 19780101
  isFulltext: true
  titleUrlDefault: https://www.tandfonline.com
  providerName: Taylor & Francis
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV07T8MwELZQxQADb0R56QbWQBI7dj0WRMVUkKhEt8ixHVRBS9WkSPx7fHFS2gEY4AecZflx7_s-Qi6kMFbRHGH2pQ4YzeMgo1y5mIfF1ohESuPJJkS_3xkO5UPdTVjUbZUYQ-ceKKLS1fi5VVY0HXFXzkxjYCU92qTkIkoEjvA5049fc9B7-sqyILduuACUinlSTWLhCgEu0cz0fLfqirVawTJdskK97X_Y_w7Zql1Q6Po3s0vW7GSPbC4BE-6Tly483ncDNHEGxr6WA8Z35Y0KMDUxDxTzKfrv4PGgAZvon8G5lHCtPiyOZ4IflByD2yw4jQ2F101QLlL6B2TQux3c3AU1LUOgKU_KIMmoTUKlsICYh5pJLS06Btp5EtxmYcZFHofWdqwQmimlBY2i3MWhUaSdKaSHpDV5m9gjAgkznIaZ8_AUZyqyHSMsp7HTEyakTJk2Yc3pp7qGLEfmjNc0apBN66NENk2Z1kfZJpcLsanH7PhNQC5fbVpWyZLcM5uk9EfZ4z_InpCNqjhVjTaeklY5m9szsq7fy1ExO69e8ieLlew2
linkProvider Taylor & Francis
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV07T8MwELagIAEDb0R5emANJHFi12NBVCBKGYhEt8ixHVRBS9WkSPx7fHFS0gEY4AfcKbk49_Ld9yF0xpnSgqQAs8-lE5DUdxJChal5Al8rFnKuLNkE6_Va_T6v78LAWCXU0KkFiih8Nfzc0IyuRuIuTJyGyopbuElOmRcyvoiWQhNrAT8_6jx99VmAXdedQUr5NCx2sUCFAzqqrZ7v1M7Fqzk001oc6mz8xxtsovUyC8Vte2y20IIebaO1GjbhDnpp48eHtgNRTuGhvc7Byg7mDTKsSm4enE3HkMJjCwmNYY7-GZusEl-KDw0bmtjuSg6xeVpsnDbOrHvC-ayrv4uiznV0deOUzAyOJDTMnTAhOnSFgDvE1JUBl1xDbiBNMkF14iaUpb6rdUszJgMhJCOel5pS1POkiYZkDzVGbyO9j3AYKErcxCR5ggbC0y3FNCW-cRXKJYFQTRRU5o9liVoO5BmvsVeBm5amBEJNHpembKLzmdjYwnb8JsDr3zbOi35JaslNYvKj7MEfZE_Ryk103427t727Q7Ra3FUVm45HqJFPpvoYLcv3fJBNTopj_QmU9PBg
linkToPdf http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3JTsMwELWgIAQHdkRZfeAaSGLHro9lqUCgUolKcIscL6iClqpJkfh77Ngp7QE4wAfMKHGcmTf2zHsAnDAqFUfa0uwzEWCk4yBDhJuaB8dK0oQx6cQmaLvdeHpiHd9NmPu2SltDa0cUUcZq-3MPpa464s5MmraFFXNsk4zQKKFsHiwY6EzsJu-2Hr-OWay4bjhhlIpJUo5iWReB9VEN9XzndiZdzZCZTqWh1to_vMA6WPUYFDbdptkAc2qwCVammAm3wEsTPtw3A5vjJOy7yxwoXVteL4fSK_PAfDy0AB46Qmhou-ifocGU8Jx_KDufCd2kZB-ah4UmZMPcBSdYTM70t0G3ddW9uA68LkMgEEmKIMmQSkLO7Q2iDgVmgimLDISBEkRlYUaojkOlGopSgTkXFEWRNoVoFAmTC9EOqA3eBmoXwARLgsLMQDxOMI9UQ1JFUGwChQwR5rIOcLX6qfCc5VY64zWNKmpTv5RWTpOlfinr4HRiNnSkHb8ZsOlPmxblaYl20iYp-tF27w-2x2Cpc9lK727at_tgubyoKsccD0CtGI3VIVgU70UvHx2Vm_oTwYHvEg
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=A+SOA%E2%80%90based+medical+diagnosis+decision+support+system+using+the+Bayesian+theorem+and+web+service+technology&rft.jtitle=Journal+of+the+Chinese+Institute+of+Engineers&rft.au=Chang%2C+Chung+C.&rft.au=Lu%2C+Hsueh%E2%80%90Ming&rft.date=2009-11-01&rft.issn=0253-3839&rft.eissn=2158-7299&rft.volume=32&rft.issue=7&rft.spage=923&rft.epage=930&rft_id=info:doi/10.1080%2F02533839.2009.9671579&rft.externalDBID=n%2Fa&rft.externalDocID=10_1080_02533839_2009_9671579
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0253-3839&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0253-3839&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0253-3839&client=summon