Artificial Intelligence in Public Health and Epidemiology
Identifieur interne : 000636 ( Pmc/Checkpoint ); précédent : 000635; suivant : 000637Artificial Intelligence in Public Health and Epidemiology
Auteurs : Rodolphe Thiébaut ; Frantz ThiessardSource :
- Yearbook of Medical Informatics [ 0943-4747 ] ; 2018.
Abstract
Url:
DOI: 10.1055/s-0038-1667082
PubMed: 30157525
PubMed Central: 6115208
Affiliations:
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PMC:6115208Le document en format XML
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<sourceDesc><biblStruct><analytic><title xml:lang="en" level="a" type="main">Artificial Intelligence in Public Health and Epidemiology</title>
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<author><name sortKey="Thiessard, Frantz" sort="Thiessard, Frantz" uniqKey="Thiessard F" first="Frantz" last="Thiessard">Frantz Thiessard</name>
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<front><div type="abstract" xml:lang="en"><title>Summary</title>
<p><bold>Objectives:</bold>
To introduce and summarize current research in the field of Public Health and Epidemiology Informatics.
</p>
<p><bold>Methods:</bold>
The 2017 literature concerning public health and epidemiology informatics was searched in PubMed and Web of Science, and the returned references were reviewed by the two section editors to select 14 candidate best papers. These papers were then peer-reviewed by external reviewers to provide the editorial team with an enlightened vision to select the best papers.
</p>
<p><bold>Results:</bold>
Among the 843 references retrieved from PubMed and Web of Science, two were finally selected as best papers. The first one analyzes the relationship between the disease, social/mass media, and public emotions to understand public overreaction (leading to a noticeable reduction of social and economic activities) in the context of a nation-wide outbreak of Middle East Respiratory Syndrome (MERS) in Korea in 2015. The second paper concerns a new methodology to de-identify patient notes in electronic health records based on artificial neural networks that outperformed existing methods.
</p>
<p><bold>Conclusions:</bold>
Surveillance is still a productive topic in public health informatics but other very important topics in Public Health are appearing. For example, the use of artificial intelligence approaches is increasing.
</p>
</div>
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<biblStruct><analytic><author><name sortKey="Flahault, A" uniqKey="Flahault A">A Flahault</name>
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<author><name sortKey="Geissbuhler, A" uniqKey="Geissbuhler A">A Geissbuhler</name>
</author>
<author><name sortKey="Guessous, I" uniqKey="Guessous I">I Guessous</name>
</author>
<author><name sortKey="Guerin, P J" uniqKey="Guerin P">P J Guérin</name>
</author>
<author><name sortKey="Bolon, I" uniqKey="Bolon I">I Bolon</name>
</author>
<author><name sortKey="Salathe, M" uniqKey="Salathe M">M Salathé</name>
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</biblStruct>
<biblStruct><analytic><author><name sortKey="Salathe, M" uniqKey="Salathe M">M Salathé</name>
</author>
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</biblStruct>
<biblStruct><analytic><author><name sortKey="Lecun, Y" uniqKey="Lecun Y">Y Lecun</name>
</author>
<author><name sortKey="Bengio, Y" uniqKey="Bengio Y">Y Bengio</name>
</author>
<author><name sortKey="Hinton, G" uniqKey="Hinton G">G Hinton</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Nguyen, P" uniqKey="Nguyen P">P Nguyen</name>
</author>
<author><name sortKey="Tran, T" uniqKey="Tran T">T Tran</name>
</author>
<author><name sortKey="Wickramasinghe, N" uniqKey="Wickramasinghe N">N Wickramasinghe</name>
</author>
<author><name sortKey="Venkatesh, S" uniqKey="Venkatesh S">S Venkatesh</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Dernoncourt, F" uniqKey="Dernoncourt F">F Dernoncourt</name>
</author>
<author><name sortKey="Lee, J Y" uniqKey="Lee J">J Y Lee</name>
</author>
<author><name sortKey="Uzuner, O" uniqKey="Uzuner O">O Uzuner</name>
</author>
<author><name sortKey="Szolovits, P" uniqKey="Szolovits P">P Szolovits</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Choi, S" uniqKey="Choi S">S Choi</name>
</author>
<author><name sortKey="Lee, J" uniqKey="Lee J">J Lee</name>
</author>
<author><name sortKey="Kang, M G" uniqKey="Kang M">M G Kang</name>
</author>
<author><name sortKey="Min, H" uniqKey="Min H">H Min</name>
</author>
<author><name sortKey="Chang, Y S" uniqKey="Chang Y">Y S Chang</name>
</author>
<author><name sortKey="Yoon, S" uniqKey="Yoon S">S Yoon</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Kagashe, I" uniqKey="Kagashe I">I Kagashe</name>
</author>
<author><name sortKey="Yan, Z" uniqKey="Yan Z">Z Yan</name>
</author>
<author><name sortKey="Suheryani, I" uniqKey="Suheryani I">I Suheryani</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Kang, G J" uniqKey="Kang G">G J Kang</name>
</author>
<author><name sortKey="Ewing Nelson, S R" uniqKey="Ewing Nelson S">S R Ewing-Nelson</name>
</author>
<author><name sortKey="Mackey, L" uniqKey="Mackey L">L Mackey</name>
</author>
<author><name sortKey="Schlitt, J T" uniqKey="Schlitt J">J T Schlitt</name>
</author>
<author><name sortKey="Marathe, A" uniqKey="Marathe A">A Marathe</name>
</author>
<author><name sortKey="Abbas, K M" uniqKey="Abbas K">K M Abbas</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Lamy, J B" uniqKey="Lamy J">J B Lamy</name>
</author>
<author><name sortKey="Seroussi, B" uniqKey="Seroussi B">B Séroussi</name>
</author>
<author><name sortKey="Griffon, N" uniqKey="Griffon N">N Griffon</name>
</author>
<author><name sortKey="Kerdelhue, G" uniqKey="Kerdelhue G">G Kerdelhué</name>
</author>
<author><name sortKey="Jaulent, M C" uniqKey="Jaulent M">M C Jaulent</name>
</author>
<author><name sortKey="Bouaud, J" uniqKey="Bouaud J">J Bouaud</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Bhattarai, A K" uniqKey="Bhattarai A">A K Bhattarai</name>
</author>
<author><name sortKey="Zarrin, A" uniqKey="Zarrin A">A Zarrin</name>
</author>
<author><name sortKey="Lee, J" uniqKey="Lee J">J Lee</name>
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</biblStruct>
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</author>
<author><name sortKey="Poirier, C" uniqKey="Poirier C">C Poirier</name>
</author>
<author><name sortKey="Campillo Gimenez, B" uniqKey="Campillo Gimenez B">B Campillo-Gimenez</name>
</author>
<author><name sortKey="Aubert, M L" uniqKey="Aubert M">M L Aubert</name>
</author>
<author><name sortKey="Chabot, M" uniqKey="Chabot M">M Chabot</name>
</author>
<author><name sortKey="Chazard, E" uniqKey="Chazard E">E Chazard</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Merkord, C L" uniqKey="Merkord C">C L Merkord</name>
</author>
<author><name sortKey="Liu, Y" uniqKey="Liu Y">Y Liu</name>
</author>
<author><name sortKey="Mihretie, A" uniqKey="Mihretie A">A Mihretie</name>
</author>
<author><name sortKey="Gebrehiwot, T" uniqKey="Gebrehiwot T">T Gebrehiwot</name>
</author>
<author><name sortKey="Awoke, W" uniqKey="Awoke W">W Awoke</name>
</author>
<author><name sortKey="Bayabil, E" uniqKey="Bayabil E">E Bayabil</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Bonnet, E" uniqKey="Bonnet E">E Bonnet</name>
</author>
<author><name sortKey="Nikiema, A" uniqKey="Nikiema A">A Nikiéma</name>
</author>
<author><name sortKey="Traore, Z" uniqKey="Traore Z">Z Traoré</name>
</author>
<author><name sortKey="Sidbega, S" uniqKey="Sidbega S">S Sidbega</name>
</author>
<author><name sortKey="Ridde, V" uniqKey="Ridde V">V Ridde</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Amoah, A O" uniqKey="Amoah A">A O Amoah</name>
</author>
<author><name sortKey="Angell, S Y" uniqKey="Angell S">S Y Angell</name>
</author>
<author><name sortKey="Byrnes Enoch, H" uniqKey="Byrnes Enoch H">H Byrnes-Enoch</name>
</author>
<author><name sortKey="Amirfar, S" uniqKey="Amirfar S">S Amirfar</name>
</author>
<author><name sortKey="Maa, P" uniqKey="Maa P">P Maa</name>
</author>
<author><name sortKey="Wang, J J" uniqKey="Wang J">J J Wang</name>
</author>
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<author><name sortKey="Bury, T M" uniqKey="Bury T">T M Bury</name>
</author>
<author><name sortKey="Wang, C" uniqKey="Wang C">C Wang</name>
</author>
<author><name sortKey="Schonfeld, J" uniqKey="Schonfeld J">J Schonfeld</name>
</author>
<author><name sortKey="Mohanty, S P" uniqKey="Mohanty S">S P Mohanty</name>
</author>
<author><name sortKey="Nyhan, B" uniqKey="Nyhan B">B Nyhan</name>
</author>
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<biblStruct><analytic><author><name sortKey="Rabarison, K M" uniqKey="Rabarison K">K M Rabarison</name>
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<author><name sortKey="Croston, M A" uniqKey="Croston M">M A Croston</name>
</author>
<author><name sortKey="Englar, N K" uniqKey="Englar N">N K Englar</name>
</author>
<author><name sortKey="Bish, C L" uniqKey="Bish C">C L Bish</name>
</author>
<author><name sortKey="Flynn, S M" uniqKey="Flynn S">S M Flynn</name>
</author>
<author><name sortKey="Johnson, C C" uniqKey="Johnson C">C C Johnson</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Gough, A" uniqKey="Gough A">A Gough</name>
</author>
<author><name sortKey="Hunter, R F" uniqKey="Hunter R">R F Hunter</name>
</author>
<author><name sortKey="Ajao, O" uniqKey="Ajao O">O Ajao</name>
</author>
<author><name sortKey="Jurek, A" uniqKey="Jurek A">A Jurek</name>
</author>
<author><name sortKey="Mckeown, G" uniqKey="Mckeown G">G McKeown</name>
</author>
<author><name sortKey="Hong, J" uniqKey="Hong J">J Hong</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Margulis, A V" uniqKey="Margulis A">A V Margulis</name>
</author>
<author><name sortKey="Fortuny, J" uniqKey="Fortuny J">J Fortuny</name>
</author>
<author><name sortKey="Kaye, J A" uniqKey="Kaye J">J A Kaye</name>
</author>
<author><name sortKey="Calingaert, B" uniqKey="Calingaert B">B Calingaert</name>
</author>
<author><name sortKey="Reynolds, M" uniqKey="Reynolds M">M Reynolds</name>
</author>
<author><name sortKey="Plana, E" uniqKey="Plana E">E Plana</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Carney, T J" uniqKey="Carney T">T J Carney</name>
</author>
<author><name sortKey="Shea, C M" uniqKey="Shea C">C M Shea</name>
</author>
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<pmc article-type="research-article" xml:lang="en"><pmc-dir>properties open_access</pmc-dir>
<front><journal-meta><journal-id journal-id-type="nlm-ta">Yearb Med Inform</journal-id>
<journal-id journal-id-type="iso-abbrev">Yearb Med Inform</journal-id>
<journal-id journal-id-type="doi">10.1055/s-00034612</journal-id>
<journal-title-group><journal-title>Yearbook of Medical Informatics</journal-title>
</journal-title-group>
<issn pub-type="ppub">0943-4747</issn>
<issn pub-type="epub">2364-0502</issn>
<publisher><publisher-name>Georg Thieme Verlag KG</publisher-name>
<publisher-loc>Stuttgart</publisher-loc>
</publisher>
</journal-meta>
<article-meta><article-id pub-id-type="pmid">30157525</article-id>
<article-id pub-id-type="pmc">6115208</article-id>
<article-id pub-id-type="doi">10.1055/s-0038-1667082</article-id>
<article-id pub-id-type="publisher-id">Thiebaut</article-id>
<article-categories><subj-group><subject>Section 10: Public Health and Epidemiology Informatics</subject>
<subj-group><subject>Synopsis</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group><article-title>Artificial Intelligence in Public Health and Epidemiology</article-title>
</title-group>
<contrib-group><contrib contrib-type="author"><name><surname>Thiébaut</surname>
<given-names>Rodolphe</given-names>
</name>
<xref rid="AFthiebaut-1" ref-type="aff">1</xref>
<xref rid="AFthiebaut-2" ref-type="aff">2</xref>
<xref rid="AFthiebaut-3" ref-type="aff">3</xref>
<xref rid="COthiebaut-1" ref-type="author-notes"></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Thiessard</surname>
<given-names>Frantz</given-names>
</name>
<xref rid="AFthiebaut-1" ref-type="aff">1</xref>
<xref rid="AFthiebaut-2" ref-type="aff">2</xref>
</contrib>
<contrib contrib-type="author"><collab>Section Editors for the IMIA Yearbook Section on Public Health and Epidemiology Informatics </collab>
</contrib>
</contrib-group>
<aff id="AFthiebaut-1"><label>1</label>
<institution>Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR 1219, F-33000 Bordeaux, France</institution>
</aff>
<aff id="AFthiebaut-2"><label>2</label>
<institution>Centre Hospitalier Universitaire de Bordeaux, Service d'Information Médicale, F-33000 Bordeaux, France</institution>
</aff>
<aff id="AFthiebaut-3"><label>3</label>
<institution>Inria, SISTM, F-33400 Talence, France</institution>
</aff>
<author-notes><corresp id="COthiebaut-1"><bold>Correspondence to </bold>
Rodolphe Thiébaut <institution>Inserm U1219, ISPED, Univ. Bordeaux</institution>
<addr-line>146 rue Leo Saignat, 33076 Bordeaux cedex</addr-line>
<country>France</country>
<phone>+33 5 57 57 45 21</phone>
<fax>+33 5 56 24 00 81</fax>
<email>rodolphe.thiebaut@u-bordeaux.fr</email>
</corresp>
</author-notes>
<pub-date pub-type="ppub"><month>8</month>
<year>2018</year>
</pub-date>
<pub-date pub-type="epub"><day>29</day>
<month>8</month>
<year>2018</year>
</pub-date>
<volume>27</volume>
<issue>1</issue>
<fpage>207</fpage>
<lpage>210</lpage>
<history></history>
<permissions><license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by-nc-nd/4.0/"><license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License, which permits unrestricted reproduction and distribution, for non-commercial purposes only; and use and reproduction, but not distribution, of adapted material for non-commercial purposes only, provided the original work is properly cited.</license-p>
</license>
</permissions>
<abstract><title>Summary</title>
<p><bold>Objectives:</bold>
To introduce and summarize current research in the field of Public Health and Epidemiology Informatics.
</p>
<p><bold>Methods:</bold>
The 2017 literature concerning public health and epidemiology informatics was searched in PubMed and Web of Science, and the returned references were reviewed by the two section editors to select 14 candidate best papers. These papers were then peer-reviewed by external reviewers to provide the editorial team with an enlightened vision to select the best papers.
</p>
<p><bold>Results:</bold>
Among the 843 references retrieved from PubMed and Web of Science, two were finally selected as best papers. The first one analyzes the relationship between the disease, social/mass media, and public emotions to understand public overreaction (leading to a noticeable reduction of social and economic activities) in the context of a nation-wide outbreak of Middle East Respiratory Syndrome (MERS) in Korea in 2015. The second paper concerns a new methodology to de-identify patient notes in electronic health records based on artificial neural networks that outperformed existing methods.
</p>
<p><bold>Conclusions:</bold>
Surveillance is still a productive topic in public health informatics but other very important topics in Public Health are appearing. For example, the use of artificial intelligence approaches is increasing.
</p>
</abstract>
<kwd-group><title>Keywords</title>
<kwd>Public health</kwd>
<kwd>epidemiology</kwd>
<kwd>medical informatics</kwd>
<kwd>International Medical Informatics Association</kwd>
<kwd>health information systems</kwd>
<kwd>artificial intelligence</kwd>
</kwd-group>
</article-meta>
</front>
</pmc>
<affiliations><list></list>
<tree><noCountry><name sortKey="Thiebaut, Rodolphe" sort="Thiebaut, Rodolphe" uniqKey="Thiebaut R" first="Rodolphe" last="Thiébaut">Rodolphe Thiébaut</name>
<name sortKey="Thiessard, Frantz" sort="Thiessard, Frantz" uniqKey="Thiessard F" first="Frantz" last="Thiessard">Frantz Thiessard</name>
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