An intelligent system for predicting and preventing MERS-CoV infection outbreak
Identifieur interne : 002646 ( Ncbi/Curation ); précédent : 002645; suivant : 002647An intelligent system for predicting and preventing MERS-CoV infection outbreak
Auteurs : Rajinder Sandhu ; Sandeep K. Sood ; Gurpreet KaurSource :
- The Journal of Supercomputing [ 0920-8542 ] ; 2015.
Abstract
MERS-CoV is an airborne disease which spreads easily and has high death rate. To predict and prevent MERS-CoV, real-time analysis of user’s health data and his/her geographic location are fundamental. Development of healthcare systems using cloud computing is emerging as an effective solution having benefits of better quality of service, reduced cost, scalability, and flexibility. In this paper, an effective cloud computing system is proposed which predicts MERS-CoV-infected patients using Bayesian belief network and provides geographic-based risk assessment to control its outbreak. The proposed system is tested on synthetic data generated for 0.2 million users. System provided high accuracy for classification and appropriate geographic-based risk assessment. The key point of this paper is the use of geographic positioning system to represent each MERS-CoV users on Google maps so that possibly infected users can be quarantined as early as possible. It will help uninfected citizens to avoid regional exposure and the government agencies to manage the problem more effectively.
Url:
DOI: 10.1007/s11227-015-1474-0
PubMed: 32214655
PubMed Central: 7089482
Links toward previous steps (curation, corpus...)
- to stream Pmc, to step Corpus: Pour aller vers cette notice dans l'étape Curation :000393
- to stream Pmc, to step Curation: Pour aller vers cette notice dans l'étape Curation :000393
- to stream Pmc, to step Checkpoint: Pour aller vers cette notice dans l'étape Curation :000F15
- to stream PubMed, to step Corpus: Pour aller vers cette notice dans l'étape Curation :001317
- to stream PubMed, to step Curation: Pour aller vers cette notice dans l'étape Curation :001317
- to stream PubMed, to step Checkpoint: Pour aller vers cette notice dans l'étape Curation :001223
- to stream Ncbi, to step Merge: Pour aller vers cette notice dans l'étape Curation :002646
Links to Exploration step
PMC:7089482Le document en format XML
<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">An intelligent system for predicting and preventing MERS-CoV infection outbreak</title>
<author><name sortKey="Sandhu, Rajinder" sort="Sandhu, Rajinder" uniqKey="Sandhu R" first="Rajinder" last="Sandhu">Rajinder Sandhu</name>
<affiliation><nlm:aff id="Aff1"></nlm:aff>
</affiliation>
</author>
<author><name sortKey="Sood, Sandeep K" sort="Sood, Sandeep K" uniqKey="Sood S" first="Sandeep K." last="Sood">Sandeep K. Sood</name>
<affiliation><nlm:aff id="Aff1"></nlm:aff>
</affiliation>
</author>
<author><name sortKey="Kaur, Gurpreet" sort="Kaur, Gurpreet" uniqKey="Kaur G" first="Gurpreet" last="Kaur">Gurpreet Kaur</name>
<affiliation><nlm:aff id="Aff1"></nlm:aff>
</affiliation>
</author>
</titleStmt>
<publicationStmt><idno type="wicri:source">PMC</idno>
<idno type="pmid">32214655</idno>
<idno type="pmc">7089482</idno>
<idno type="url">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7089482</idno>
<idno type="RBID">PMC:7089482</idno>
<idno type="doi">10.1007/s11227-015-1474-0</idno>
<date when="2015">2015</date>
<idno type="wicri:Area/Pmc/Corpus">000393</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Corpus" wicri:corpus="PMC">000393</idno>
<idno type="wicri:Area/Pmc/Curation">000393</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Curation">000393</idno>
<idno type="wicri:Area/Pmc/Checkpoint">000F15</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Checkpoint">000F15</idno>
<idno type="wicri:source">PubMed</idno>
<idno type="RBID">pubmed:32214655</idno>
<idno type="wicri:Area/PubMed/Corpus">001317</idno>
<idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Corpus" wicri:corpus="PubMed">001317</idno>
<idno type="wicri:Area/PubMed/Curation">001317</idno>
<idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Curation">001317</idno>
<idno type="wicri:Area/PubMed/Checkpoint">001223</idno>
<idno type="wicri:explorRef" wicri:stream="Checkpoint" wicri:step="PubMed">001223</idno>
<idno type="wicri:Area/Ncbi/Merge">002646</idno>
<idno type="wicri:Area/Ncbi/Curation">002646</idno>
</publicationStmt>
<sourceDesc><biblStruct><analytic><title xml:lang="en" level="a" type="main">An intelligent system for predicting and preventing MERS-CoV infection outbreak</title>
<author><name sortKey="Sandhu, Rajinder" sort="Sandhu, Rajinder" uniqKey="Sandhu R" first="Rajinder" last="Sandhu">Rajinder Sandhu</name>
<affiliation><nlm:aff id="Aff1"></nlm:aff>
</affiliation>
</author>
<author><name sortKey="Sood, Sandeep K" sort="Sood, Sandeep K" uniqKey="Sood S" first="Sandeep K." last="Sood">Sandeep K. Sood</name>
<affiliation><nlm:aff id="Aff1"></nlm:aff>
</affiliation>
</author>
<author><name sortKey="Kaur, Gurpreet" sort="Kaur, Gurpreet" uniqKey="Kaur G" first="Gurpreet" last="Kaur">Gurpreet Kaur</name>
<affiliation><nlm:aff id="Aff1"></nlm:aff>
</affiliation>
</author>
</analytic>
<series><title level="j">The Journal of Supercomputing</title>
<idno type="ISSN">0920-8542</idno>
<idno type="eISSN">1573-0484</idno>
<imprint><date when="2015">2015</date>
</imprint>
</series>
</biblStruct>
</sourceDesc>
</fileDesc>
<profileDesc><textClass></textClass>
</profileDesc>
</teiHeader>
<front><div type="abstract" xml:lang="en"><p id="Par1">MERS-CoV is an airborne disease which spreads easily and has high death rate. To predict and prevent MERS-CoV, real-time analysis of user’s health data and his/her geographic location are fundamental. Development of healthcare systems using cloud computing is emerging as an effective solution having benefits of better quality of service, reduced cost, scalability, and flexibility. In this paper, an effective cloud computing system is proposed which predicts MERS-CoV-infected patients using Bayesian belief network and provides geographic-based risk assessment to control its outbreak. The proposed system is tested on synthetic data generated for 0.2 million users. System provided high accuracy for classification and appropriate geographic-based risk assessment. The key point of this paper is the use of geographic positioning system to represent each MERS-CoV users on Google maps so that possibly infected users can be quarantined as early as possible. It will help uninfected citizens to avoid regional exposure and the government agencies to manage the problem more effectively.</p>
</div>
</front>
<back><div1 type="bibliography"><listBibl><biblStruct><analytic><author><name sortKey="De Groot, Rj" uniqKey="De Groot R">RJ de Groot</name>
</author>
<author><name sortKey="Baker, Sc" uniqKey="Baker S">SC Baker</name>
</author>
<author><name sortKey="Baric, Rs" uniqKey="Baric R">RS Baric</name>
</author>
<author><name sortKey="Brown, Cs" uniqKey="Brown C">CS Brown</name>
</author>
<author><name sortKey="Drosten, C" uniqKey="Drosten C">C Drosten</name>
</author>
<author><name sortKey="Enjuanes, L" uniqKey="Enjuanes L">L Enjuanes</name>
</author>
<author><name sortKey="Ziebuhr, J" uniqKey="Ziebuhr J">J Ziebuhr</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Lu, L" uniqKey="Lu L">L Lu</name>
</author>
<author><name sortKey="Liu, Q" uniqKey="Liu Q">Q Liu</name>
</author>
<author><name sortKey="Du, L" uniqKey="Du L">L Du</name>
</author>
<author><name sortKey="Jiang, S" uniqKey="Jiang S">S Jiang</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Sood, Sk" uniqKey="Sood S">SK Sood</name>
</author>
<author><name sortKey="Sandhu, R" uniqKey="Sandhu R">R Sandhu</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Park, Sc" uniqKey="Park S">SC Park</name>
</author>
<author><name sortKey="Ryoo, Sy" uniqKey="Ryoo S">SY Ryoo</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Javadi, B" uniqKey="Javadi B">B Javadi</name>
</author>
<author><name sortKey="Abawajy, J" uniqKey="Abawajy J">J Abawajy</name>
</author>
<author><name sortKey="Buyya, R" uniqKey="Buyya R">R Buyya</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Gautret, P" uniqKey="Gautret P">P Gautret</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Hon, Kl" uniqKey="Hon K">KL Hon</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Omrani, As" uniqKey="Omrani A">AS Omrani</name>
</author>
<author><name sortKey="Matin, Ma" uniqKey="Matin M">MA Matin</name>
</author>
<author><name sortKey="Haddad, Q" uniqKey="Haddad Q">Q Haddad</name>
</author>
<author><name sortKey="Al Nakhli, D" uniqKey="Al Nakhli D">D Al-Nakhli</name>
</author>
<author><name sortKey="Memish, Za" uniqKey="Memish Z">ZA Memish</name>
</author>
<author><name sortKey="Albarrak, Am" uniqKey="Albarrak A">AM Albarrak</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Corman, Vm" uniqKey="Corman V">VM Corman</name>
</author>
<author><name sortKey="Olschl Ger, S" uniqKey="Olschl Ger S">S Ölschläger</name>
</author>
<author><name sortKey="Wendtner, C M" uniqKey="Wendtner C">C-M Wendtner</name>
</author>
<author><name sortKey="Drexler, Jf" uniqKey="Drexler J">JF Drexler</name>
</author>
<author><name sortKey="Hess, M" uniqKey="Hess M">M Hess</name>
</author>
<author><name sortKey="Drosten, C" uniqKey="Drosten C">C Drosten</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Al Tawfiq, Ja" uniqKey="Al Tawfiq J">JA Al-Tawfiq</name>
</author>
<author><name sortKey="Zumla, A" uniqKey="Zumla A">A Zumla</name>
</author>
<author><name sortKey="Memish, Za" uniqKey="Memish Z">ZA Memish</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Kupferschmidt, K" uniqKey="Kupferschmidt K">K Kupferschmidt</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Yusof, Mf" uniqKey="Yusof M">MF Yusof</name>
</author>
<author><name sortKey="Eltahir, Ym" uniqKey="Eltahir Y">YM Eltahir</name>
</author>
<author><name sortKey="Serhan, Ws" uniqKey="Serhan W">WS Serhan</name>
</author>
<author><name sortKey="Hashem, Fm" uniqKey="Hashem F">FM Hashem</name>
</author>
<author><name sortKey="Elsayed, Ea" uniqKey="Elsayed E">EA Elsayed</name>
</author>
<author><name sortKey="Marzoug, Ba" uniqKey="Marzoug B">BA Marzoug</name>
</author>
<author><name sortKey="Abdelazim, As" uniqKey="Abdelazim A">AS Abdelazim</name>
</author>
<author><name sortKey="Bensalah, Oka" uniqKey="Bensalah O">OKA Bensalah</name>
</author>
<author><name sortKey="Al Muhairi, Ss" uniqKey="Al Muhairi S">SS Al Muhairi</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Shalhoub, S" uniqKey="Shalhoub S">S Shalhoub</name>
</author>
<author><name sortKey="Alzahrani, A" uniqKey="Alzahrani A">A AlZahrani</name>
</author>
<author><name sortKey="Simhairi, R" uniqKey="Simhairi R">R Simhairi</name>
</author>
<author><name sortKey="Mushtaq, A" uniqKey="Mushtaq A">A Mushtaq</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Alghamdi, M" uniqKey="Alghamdi M">M Alghamdi</name>
</author>
<author><name sortKey="Mushtaq, F" uniqKey="Mushtaq F">F Mushtaq</name>
</author>
<author><name sortKey="Awn, N" uniqKey="Awn N">N Awn</name>
</author>
<author><name sortKey="Shalhoub, S" uniqKey="Shalhoub S">S Shalhoub</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Al Shehri, Am" uniqKey="Al Shehri A">AM Al Shehri</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Youde, J" uniqKey="Youde J">J Youde</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Rao, Vsh" uniqKey="Rao V">VSH Rao</name>
</author>
<author><name sortKey="Kumar, Mn" uniqKey="Kumar M">MN Kumar</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Thilakanathan, D" uniqKey="Thilakanathan D">D Thilakanathan</name>
</author>
<author><name sortKey="Chen, S" uniqKey="Chen S">S Chen</name>
</author>
<author><name sortKey="Nepal, S" uniqKey="Nepal S">S Nepal</name>
</author>
<author><name sortKey="Calvo, R" uniqKey="Calvo R">R Calvo</name>
</author>
<author><name sortKey="Alem, L" uniqKey="Alem L">L Alem</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Kaur, Pd" uniqKey="Kaur P">PD Kaur</name>
</author>
<author><name sortKey="Chana, I" uniqKey="Chana I">I Chana</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Ali, St" uniqKey="Ali S">ST Ali</name>
</author>
<author><name sortKey="Sivaraman, V" uniqKey="Sivaraman V">V Sivaraman</name>
</author>
<author><name sortKey="Ostry, D" uniqKey="Ostry D">D Ostry</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Sultan, N" uniqKey="Sultan N">N Sultan</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Tutuncu, Gy" uniqKey="Tutuncu G">GY Tütüncü</name>
</author>
<author><name sortKey="Kayaalp, N" uniqKey="Kayaalp N">N Kayaalp</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Taylor, Ma" uniqKey="Taylor M">MA Taylor</name>
</author>
<author><name sortKey="Woolley, Je" uniqKey="Woolley J">JE Woolley</name>
</author>
<author><name sortKey="Zito, R" uniqKey="Zito R">R Zito</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Calhoun, Jb" uniqKey="Calhoun J">JB Calhoun</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Metke, Ar" uniqKey="Metke A">AR Metke</name>
</author>
<author><name sortKey="Ekl, Rl" uniqKey="Ekl R">RL Ekl</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Hall, M" uniqKey="Hall M">M Hall</name>
</author>
<author><name sortKey="Frank, E" uniqKey="Frank E">E Frank</name>
</author>
<author><name sortKey="Holmes, G" uniqKey="Holmes G">G Holmes</name>
</author>
<author><name sortKey="Pfahringer, B" uniqKey="Pfahringer B">B Pfahringer</name>
</author>
<author><name sortKey="Reutemann, P" uniqKey="Reutemann P">P Reutemann</name>
</author>
<author><name sortKey="Witten, Ih" uniqKey="Witten I">IH Witten</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Baldi, P" uniqKey="Baldi P">P Baldi</name>
</author>
<author><name sortKey="Brunak, S" uniqKey="Brunak S">S Brunak</name>
</author>
<author><name sortKey="Chauvin, Y" uniqKey="Chauvin Y">Y Chauvin</name>
</author>
<author><name sortKey="Andersen, Ca" uniqKey="Andersen C">CA Andersen</name>
</author>
<author><name sortKey="Nielsen, H" uniqKey="Nielsen H">H Nielsen</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Peterson, Le" uniqKey="Peterson L">LE Peterson</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Bates, Dm" uniqKey="Bates D">DM Bates</name>
</author>
<author><name sortKey="Watts, Dg" uniqKey="Watts D">DG Watts</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Hagan, Mt" uniqKey="Hagan M">MT Hagan</name>
</author>
<author><name sortKey="Demuth, Hb" uniqKey="Demuth H">HB Demuth</name>
</author>
<author><name sortKey="Beale, Mh" uniqKey="Beale M">MH Beale</name>
</author>
</analytic>
</biblStruct>
</listBibl>
</div1>
</back>
</TEI>
</record>
Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Sante/explor/MersV1/Data/Ncbi/Curation
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 002646 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Ncbi/Curation/biblio.hfd -nk 002646 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien |wiki= Sante |area= MersV1 |flux= Ncbi |étape= Curation |type= RBID |clé= PMC:7089482 |texte= An intelligent system for predicting and preventing MERS-CoV infection outbreak }}
Pour générer des pages wiki
HfdIndexSelect -h $EXPLOR_AREA/Data/Ncbi/Curation/RBID.i -Sk "pubmed:32214655" \ | HfdSelect -Kh $EXPLOR_AREA/Data/Ncbi/Curation/biblio.hfd \ | NlmPubMed2Wicri -a MersV1
![]() | This area was generated with Dilib version V0.6.33. | ![]() |