A Medical Diagnosis Decision Support System Based on Bayesian Theorem and Web Services
Identifieur interne : 000304 ( Main/Exploration ); précédent : 000303; suivant : 000305A Medical Diagnosis Decision Support System Based on Bayesian Theorem and Web Services
Auteurs : Chung C. Chang [Taïwan] ; Hsueh-Ming Lu [Taïwan]Source :
- Lecture Notes in Computer Science [ 0302-9743 ]
Abstract
Abstract: This study employs the framework of web services in conjunction with Bayesian theorem to construct a web-services-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 probability and through computation based on 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 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 completed, all Internet service providers 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 decision support tool and speedily integrate heterogeneous medical decision support systems can be effectively attained.
Url:
DOI: 10.1007/978-3-642-03095-6_73
Affiliations:
Links toward previous steps (curation, corpus...)
- to stream Istex, to step Corpus: 003B53
- to stream Istex, to step Curation: 002E81
- to stream Istex, to step Checkpoint: 000264
- to stream Main, to step Merge: 000304
- to stream Main, to step Curation: 000304
Le document en format XML
<record><TEI wicri:istexFullTextTei="biblStruct"><teiHeader><fileDesc><titleStmt><title xml:lang="en">A Medical Diagnosis Decision Support System Based on Bayesian Theorem and Web Services</title><author><name sortKey="Chang, Chung C" sort="Chang, Chung C" uniqKey="Chang C" first="Chung C." last="Chang">Chung C. Chang</name></author><author><name sortKey="Lu, Hsueh Ming" sort="Lu, Hsueh Ming" uniqKey="Lu H" first="Hsueh-Ming" last="Lu">Hsueh-Ming Lu</name></author></titleStmt><publicationStmt><idno type="wicri:source">ISTEX</idno><idno type="RBID">ISTEX:E539FA6184A00FA57797D8C25786C65C160E983F</idno><date when="2009" year="2009">2009</date><idno type="doi">10.1007/978-3-642-03095-6_73</idno><idno type="url">https://api.istex.fr/ark:/67375/HCB-T9FM5XZ3-5/fulltext.pdf</idno><idno type="wicri:Area/Istex/Corpus">003B53</idno><idno type="wicri:explorRef" wicri:stream="Istex" wicri:step="Corpus" wicri:corpus="ISTEX">003B53</idno><idno type="wicri:Area/Istex/Curation">002E81</idno><idno type="wicri:Area/Istex/Checkpoint">000264</idno><idno type="wicri:explorRef" wicri:stream="Istex" wicri:step="Checkpoint">000264</idno><idno type="wicri:doubleKey">0302-9743:2009:Chang C:a:medical:diagnosis</idno><idno type="wicri:Area/Main/Merge">000304</idno><idno type="wicri:Area/Main/Curation">000304</idno><idno type="wicri:Area/Main/Exploration">000304</idno></publicationStmt><sourceDesc><biblStruct><analytic><title level="a" type="main" xml:lang="en">A Medical Diagnosis Decision Support System Based on Bayesian Theorem and Web Services</title><author><name sortKey="Chang, Chung C" sort="Chang, Chung C" uniqKey="Chang C" first="Chung C." last="Chang">Chung C. Chang</name><affiliation wicri:level="1"><country xml:lang="fr">Taïwan</country><wicri:regionArea>Department of Information Management, Chinese Culture University, Yang Ming Shan, 111, Taipei</wicri:regionArea><wicri:noRegion>Taipei</wicri:noRegion></affiliation><affiliation wicri:level="1"><country wicri:rule="url">Taïwan</country></affiliation></author><author><name sortKey="Lu, Hsueh Ming" sort="Lu, Hsueh Ming" uniqKey="Lu H" first="Hsueh-Ming" last="Lu">Hsueh-Ming Lu</name><affiliation wicri:level="1"><country xml:lang="fr">Taïwan</country><wicri:regionArea>Department of Information Management, Chinese Culture University, Yang Ming Shan, 111, Taipei</wicri:regionArea><wicri:noRegion>Taipei</wicri:noRegion></affiliation></author></analytic><monogr></monogr><series><title level="s" type="main" xml:lang="en">Lecture Notes in Computer Science</title><idno type="ISSN">0302-9743</idno><idno type="eISSN">1611-3349</idno><idno type="ISSN">0302-9743</idno></series></biblStruct></sourceDesc><seriesStmt><idno type="ISSN">0302-9743</idno></seriesStmt></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Abstract: This study employs the framework of web services in conjunction with Bayesian theorem to construct a web-services-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 probability and through computation based on 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 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 completed, all Internet service providers 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 decision support tool and speedily integrate heterogeneous medical decision support systems can be effectively attained.</div></front></TEI><affiliations><list><country><li>Taïwan</li></country></list><tree><country name="Taïwan"><noRegion><name sortKey="Chang, Chung C" sort="Chang, Chung C" uniqKey="Chang C" first="Chung C." last="Chang">Chung C. Chang</name></noRegion><name sortKey="Chang, Chung C" sort="Chang, Chung C" uniqKey="Chang C" first="Chung C." last="Chang">Chung C. Chang</name><name sortKey="Lu, Hsueh Ming" sort="Lu, Hsueh Ming" uniqKey="Lu H" first="Hsueh-Ming" last="Lu">Hsueh-Ming Lu</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Wicri/Informatique/explor/SgmlV1/Data/Main/Exploration
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 000304 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd -nk 000304 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien
|wiki= Wicri/Informatique
|area= SgmlV1
|flux= Main
|étape= Exploration
|type= RBID
|clé= ISTEX:E539FA6184A00FA57797D8C25786C65C160E983F
|texte= A Medical Diagnosis Decision Support System Based on Bayesian Theorem and Web Services
}}
| This area was generated with Dilib version V0.6.33. |  |