Artificial Intelligence in Public Health and Epidemiology
Identifieur interne : 001F48 ( Ncbi/Merge ); précédent : 001F47; suivant : 001F49Artificial Intelligence in Public Health and Epidemiology
Auteurs : Rodolphe Thiébaut ; Frantz ThiessardSource :
- Yearbook of Medical Informatics [ 0943-4747 ] ; 2018.
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Abstract
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DOI: 10.1055/s-0038-1667082
PubMed: 30157525
PubMed Central: 6115208
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<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Artificial Intelligence in Public Health and Epidemiology</title><author><name sortKey="Thiebaut, Rodolphe" sort="Thiebaut, Rodolphe" uniqKey="Thiebaut R" first="Rodolphe" last="Thiébaut">Rodolphe Thiébaut</name><affiliation><nlm:aff id="AFthiebaut-1"><institution>Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR 1219, F-33000 Bordeaux, France</institution></nlm:aff></affiliation><affiliation><nlm:aff id="AFthiebaut-2"><institution>Centre Hospitalier Universitaire de Bordeaux, Service d'Information Médicale, F-33000 Bordeaux, France</institution></nlm:aff></affiliation><affiliation><nlm:aff id="AFthiebaut-3"><institution>Inria, SISTM, F-33400 Talence, France</institution></nlm:aff></affiliation></author><author><name sortKey="Thiessard, Frantz" sort="Thiessard, Frantz" uniqKey="Thiessard F" first="Frantz" last="Thiessard">Frantz Thiessard</name><affiliation><nlm:aff id="AFthiebaut-1"><institution>Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR 1219, F-33000 Bordeaux, France</institution></nlm:aff></affiliation><affiliation><nlm:aff id="AFthiebaut-2"><institution>Centre Hospitalier Universitaire de Bordeaux, Service d'Information Médicale, F-33000 Bordeaux, France</institution></nlm:aff></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">PMC</idno><idno type="pmid">30157525</idno><idno type="pmc">6115208</idno><idno type="url">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6115208</idno><idno type="RBID">PMC:6115208</idno><idno type="doi">10.1055/s-0038-1667082</idno><date when="2018">2018</date><idno type="wicri:Area/Pmc/Corpus">000001</idno><idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Corpus" wicri:corpus="PMC">000001</idno><idno type="wicri:Area/Pmc/Curation">000001</idno><idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Curation">000001</idno><idno type="wicri:Area/Pmc/Checkpoint">000636</idno><idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Checkpoint">000636</idno><idno type="wicri:source">PubMed</idno><idno type="RBID">pubmed:30157525</idno><idno type="wicri:Area/PubMed/Corpus">000794</idno><idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Corpus" wicri:corpus="PubMed">000794</idno><idno type="wicri:Area/PubMed/Curation">000794</idno><idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Curation">000794</idno><idno type="wicri:Area/PubMed/Checkpoint">000A11</idno><idno type="wicri:explorRef" wicri:stream="Checkpoint" wicri:step="PubMed">000A11</idno><idno type="wicri:Area/Ncbi/Merge">001F48</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en" level="a" type="main">Artificial Intelligence in Public Health and Epidemiology</title><author><name sortKey="Thiebaut, Rodolphe" sort="Thiebaut, Rodolphe" uniqKey="Thiebaut R" first="Rodolphe" last="Thiébaut">Rodolphe Thiébaut</name><affiliation><nlm:aff id="AFthiebaut-1"><institution>Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR 1219, F-33000 Bordeaux, France</institution></nlm:aff></affiliation><affiliation><nlm:aff id="AFthiebaut-2"><institution>Centre Hospitalier Universitaire de Bordeaux, Service d'Information Médicale, F-33000 Bordeaux, France</institution></nlm:aff></affiliation><affiliation><nlm:aff id="AFthiebaut-3"><institution>Inria, SISTM, F-33400 Talence, France</institution></nlm:aff></affiliation></author><author><name sortKey="Thiessard, Frantz" sort="Thiessard, Frantz" uniqKey="Thiessard F" first="Frantz" last="Thiessard">Frantz Thiessard</name><affiliation><nlm:aff id="AFthiebaut-1"><institution>Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR 1219, F-33000 Bordeaux, France</institution></nlm:aff></affiliation><affiliation><nlm:aff id="AFthiebaut-2"><institution>Centre Hospitalier Universitaire de Bordeaux, Service d'Information Médicale, F-33000 Bordeaux, France</institution></nlm:aff></affiliation></author></analytic><series><title level="j">Yearbook of Medical Informatics</title><idno type="ISSN">0943-4747</idno><idno type="eISSN">2364-0502</idno><imprint><date when="2018">2018</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>Artificial Intelligence</term><term>Data Anonymization</term><term>Epidemiology</term><term>Machine Learning</term><term>Neural Networks, Computer</term><term>Public Health</term><term>Public Health Informatics</term></keywords><keywords scheme="KwdFr" xml:lang="fr"><term>Anonymisation des données</term><term>Apprentissage machine</term><term>Informatique en santé publique</term><term>Intelligence artificielle</term><term>Santé publique</term><term>Épidémiologie</term></keywords><keywords scheme="MESH" xml:lang="en"><term>Artificial Intelligence</term><term>Data Anonymization</term><term>Epidemiology</term><term>Machine Learning</term><term>Neural Networks, Computer</term><term>Public Health</term><term>Public Health Informatics</term></keywords><keywords scheme="MESH" xml:lang="fr"><term>Anonymisation des données</term><term>Apprentissage machine</term><term>Informatique en santé publique</term><term>Intelligence artificielle</term><term>Santé publique</term><term>Épidémiologie</term></keywords></textClass></profileDesc></teiHeader><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></front><back><div1 type="bibliography"><listBibl><biblStruct><analytic><author><name sortKey="Thiebaut, R" uniqKey="Thiebaut R">R Thiébaut</name></author><author><name sortKey="Thiessard, F" uniqKey="Thiessard F">F Thiessard</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Flahault, A" uniqKey="Flahault A">A Flahault</name></author><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></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Salathe, M" uniqKey="Salathe M">M Salathé</name></author></analytic></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></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Bouzille, G" uniqKey="Bouzille G">G Bouzillé</name></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></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Lagarde, E" uniqKey="Lagarde E">E Lagarde</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Pananos, A D" uniqKey="Pananos A">A D Pananos</name></author><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></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Rabarison, K M" uniqKey="Rabarison K">K M Rabarison</name></author><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></analytic></biblStruct></listBibl></div1></back></TEI><double pmid="30157525"><pmc><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Artificial Intelligence in Public Health and Epidemiology</title><author><name sortKey="Thiebaut, Rodolphe" sort="Thiebaut, Rodolphe" uniqKey="Thiebaut R" first="Rodolphe" last="Thiébaut">Rodolphe Thiébaut</name><affiliation><nlm:aff id="AFthiebaut-1"><institution>Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR 1219, F-33000 Bordeaux, France</institution></nlm:aff></affiliation><affiliation><nlm:aff id="AFthiebaut-2"><institution>Centre Hospitalier Universitaire de Bordeaux, Service d'Information Médicale, F-33000 Bordeaux, France</institution></nlm:aff></affiliation><affiliation><nlm:aff id="AFthiebaut-3"><institution>Inria, SISTM, F-33400 Talence, France</institution></nlm:aff></affiliation></author><author><name sortKey="Thiessard, Frantz" sort="Thiessard, Frantz" uniqKey="Thiessard F" first="Frantz" last="Thiessard">Frantz Thiessard</name><affiliation><nlm:aff id="AFthiebaut-1"><institution>Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR 1219, F-33000 Bordeaux, France</institution></nlm:aff></affiliation><affiliation><nlm:aff id="AFthiebaut-2"><institution>Centre Hospitalier Universitaire de Bordeaux, Service d'Information Médicale, F-33000 Bordeaux, France</institution></nlm:aff></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">PMC</idno><idno type="pmid">30157525</idno><idno type="pmc">6115208</idno><idno type="url">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6115208</idno><idno type="RBID">PMC:6115208</idno><idno type="doi">10.1055/s-0038-1667082</idno><date when="2018">2018</date><idno type="wicri:Area/Pmc/Corpus">000001</idno><idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Corpus" wicri:corpus="PMC">000001</idno><idno type="wicri:Area/Pmc/Curation">000001</idno><idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Curation">000001</idno><idno type="wicri:Area/Pmc/Checkpoint">000636</idno><idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Checkpoint">000636</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en" level="a" type="main">Artificial Intelligence in Public Health and Epidemiology</title><author><name sortKey="Thiebaut, Rodolphe" sort="Thiebaut, Rodolphe" uniqKey="Thiebaut R" first="Rodolphe" last="Thiébaut">Rodolphe Thiébaut</name><affiliation><nlm:aff id="AFthiebaut-1"><institution>Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR 1219, F-33000 Bordeaux, France</institution></nlm:aff></affiliation><affiliation><nlm:aff id="AFthiebaut-2"><institution>Centre Hospitalier Universitaire de Bordeaux, Service d'Information Médicale, F-33000 Bordeaux, France</institution></nlm:aff></affiliation><affiliation><nlm:aff id="AFthiebaut-3"><institution>Inria, SISTM, F-33400 Talence, France</institution></nlm:aff></affiliation></author><author><name sortKey="Thiessard, Frantz" sort="Thiessard, Frantz" uniqKey="Thiessard F" first="Frantz" last="Thiessard">Frantz Thiessard</name><affiliation><nlm:aff id="AFthiebaut-1"><institution>Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR 1219, F-33000 Bordeaux, France</institution></nlm:aff></affiliation><affiliation><nlm:aff id="AFthiebaut-2"><institution>Centre Hospitalier Universitaire de Bordeaux, Service d'Information Médicale, F-33000 Bordeaux, France</institution></nlm:aff></affiliation></author></analytic><series><title level="j">Yearbook of Medical Informatics</title><idno type="ISSN">0943-4747</idno><idno type="eISSN">2364-0502</idno><imprint><date when="2018">2018</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><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></front><back><div1 type="bibliography"><listBibl><biblStruct><analytic><author><name sortKey="Thiebaut, R" uniqKey="Thiebaut R">R Thiébaut</name></author><author><name sortKey="Thiessard, F" uniqKey="Thiessard F">F Thiessard</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Flahault, A" uniqKey="Flahault A">A Flahault</name></author><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></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Salathe, M" uniqKey="Salathe M">M Salathé</name></author></analytic></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 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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></analytic></biblStruct></listBibl></div1></back></TEI></pmc><pubmed><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Artificial Intelligence in Public Health and Epidemiology.</title><author><name sortKey="Thiebaut, Rodolphe" sort="Thiebaut, Rodolphe" uniqKey="Thiebaut R" first="Rodolphe" last="Thiébaut">Rodolphe Thiébaut</name><affiliation wicri:level="3"><nlm:affiliation>Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR 1219, F-33000 Bordeaux, France.</nlm:affiliation><country xml:lang="fr">France</country><wicri:regionArea>Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR 1219, F-33000 Bordeaux</wicri:regionArea><placeName><region type="region" nuts="2">Nouvelle-Aquitaine</region><region type="old region" nuts="2">Aquitaine</region><settlement type="city">Bordeaux</settlement></placeName></affiliation></author><author><name sortKey="Thiessard, Frantz" sort="Thiessard, Frantz" uniqKey="Thiessard F" first="Frantz" last="Thiessard">Frantz Thiessard</name><affiliation wicri:level="3"><nlm:affiliation>Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR 1219, F-33000 Bordeaux, France.</nlm:affiliation><country xml:lang="fr">France</country><wicri:regionArea>Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR 1219, F-33000 Bordeaux</wicri:regionArea><placeName><region type="region" nuts="2">Nouvelle-Aquitaine</region><region type="old region" nuts="2">Aquitaine</region><settlement type="city">Bordeaux</settlement></placeName></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">PubMed</idno><date when="2018">2018</date><idno type="RBID">pubmed:30157525</idno><idno type="pmid">30157525</idno><idno type="doi">10.1055/s-0038-1667082</idno><idno type="wicri:Area/PubMed/Corpus">000794</idno><idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Corpus" wicri:corpus="PubMed">000794</idno><idno type="wicri:Area/PubMed/Curation">000794</idno><idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Curation">000794</idno><idno type="wicri:Area/PubMed/Checkpoint">000A11</idno><idno type="wicri:explorRef" wicri:stream="Checkpoint" wicri:step="PubMed">000A11</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en">Artificial Intelligence in Public Health and Epidemiology.</title><author><name sortKey="Thiebaut, Rodolphe" sort="Thiebaut, Rodolphe" uniqKey="Thiebaut R" first="Rodolphe" last="Thiébaut">Rodolphe Thiébaut</name><affiliation wicri:level="3"><nlm:affiliation>Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR 1219, F-33000 Bordeaux, France.</nlm:affiliation><country xml:lang="fr">France</country><wicri:regionArea>Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR 1219, F-33000 Bordeaux</wicri:regionArea><placeName><region type="region" nuts="2">Nouvelle-Aquitaine</region><region type="old region" nuts="2">Aquitaine</region><settlement type="city">Bordeaux</settlement></placeName></affiliation></author><author><name sortKey="Thiessard, Frantz" sort="Thiessard, Frantz" uniqKey="Thiessard F" first="Frantz" last="Thiessard">Frantz Thiessard</name><affiliation wicri:level="3"><nlm:affiliation>Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR 1219, F-33000 Bordeaux, France.</nlm:affiliation><country xml:lang="fr">France</country><wicri:regionArea>Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR 1219, F-33000 Bordeaux</wicri:regionArea><placeName><region type="region" nuts="2">Nouvelle-Aquitaine</region><region type="old region" nuts="2">Aquitaine</region><settlement type="city">Bordeaux</settlement></placeName></affiliation></author></analytic><series><title level="j">Yearbook of medical informatics</title><idno type="eISSN">2364-0502</idno><imprint><date when="2018" type="published">2018</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>Artificial Intelligence</term><term>Data Anonymization</term><term>Epidemiology</term><term>Machine Learning</term><term>Neural Networks, Computer</term><term>Public Health</term><term>Public Health Informatics</term></keywords><keywords scheme="KwdFr" xml:lang="fr"><term>Anonymisation des données</term><term>Apprentissage machine</term><term>Informatique en santé publique</term><term>Intelligence artificielle</term><term>Santé publique</term><term>Épidémiologie</term></keywords><keywords scheme="MESH" xml:lang="en"><term>Artificial Intelligence</term><term>Data Anonymization</term><term>Epidemiology</term><term>Machine Learning</term><term>Neural Networks, Computer</term><term>Public Health</term><term>Public Health Informatics</term></keywords><keywords scheme="MESH" xml:lang="fr"><term>Anonymisation des données</term><term>Apprentissage machine</term><term>Informatique en santé publique</term><term>Intelligence artificielle</term><term>Santé publique</term><term>Épidémiologie</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en"> To introduce and summarize current research in the field of Public Health and Epidemiology Informatics.</div></front></TEI></pubmed></double></record>Pour manipuler ce document sous Unix (Dilib)
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