{"id":"https://openalex.org/W2917988253","doi":"https://doi.org/10.1007/978-3-030-05249-2_1","title":"Data Science in Healthcare: Benefits, Challenges and Opportunities","display_name":"Data Science in Healthcare: Benefits, Challenges and Opportunities","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2917988253","doi":"https://doi.org/10.1007/978-3-030-05249-2_1","mag":"2917988253"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-05249-2_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-05249-2_1","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science for Healthcare","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009128577","display_name":"Ziawasch Abedjan","orcid":"https://orcid.org/0000-0002-2846-1373"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Ziawasch Abedjan","raw_affiliation_strings":["DFKI GmbH, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"DFKI GmbH, Berlin, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108359223","display_name":"Nozha Boujemaa","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126360","display_name":"Inria Saclay - \u00cele de France","ror":"https://ror.org/0315e5x55","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210126360"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nozha Boujemaa","raw_affiliation_strings":["Inria Saclay Ile-de-France, Paris, France"],"affiliations":[{"raw_affiliation_string":"Inria Saclay Ile-de-France, Paris, France","institution_ids":["https://openalex.org/I4210126360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007255618","display_name":"Stuart I. Campbell","orcid":"https://orcid.org/0000-0001-7079-0878"},"institutions":[{"id":"https://openalex.org/I4210110111","display_name":"Catalyst Health Economics Consultants Ltd","ror":"https://ror.org/01yft1b10","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210110111"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stuart Campbell","raw_affiliation_strings":["Information Catalyst, Northwich, UK"],"affiliations":[{"raw_affiliation_string":"Information Catalyst, Northwich, UK","institution_ids":["https://openalex.org/I4210110111"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003283722","display_name":"Patricia Casla","orcid":"https://orcid.org/0000-0001-8496-5827"},"institutions":[{"id":"https://openalex.org/I4210140267","display_name":"Ikerlan","ror":"https://ror.org/03hp1m080","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210140267"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Patricia Casla","raw_affiliation_strings":["IK4-IKERLAN, Arrasate-Mondragon, Spain"],"affiliations":[{"raw_affiliation_string":"IK4-IKERLAN, Arrasate-Mondragon, Spain","institution_ids":["https://openalex.org/I4210140267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112829919","display_name":"Supriyo Chatterjea","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Supriyo Chatterjea","raw_affiliation_strings":["Philips Research, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Philips Research, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I4210122849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029063875","display_name":"Sergio Consoli","orcid":"https://orcid.org/0000-0001-7357-5858"},"institutions":[{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Sergio Consoli","raw_affiliation_strings":["Philips Research, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Philips Research, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I4210122849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004232119","display_name":"Crist\u00f3bal Costa-Soria","orcid":"https://orcid.org/0000-0001-7761-9280"},"institutions":[{"id":"https://openalex.org/I4210134847","display_name":"Centro Tecnol\u00f3gico de Investigaci\u00f3n, Desarrollo e Innovaci\u00f3n en tecnolog\u00edas de la Informaci\u00f3n y las Comunicaciones (TIC)","ror":"https://ror.org/02s69db58","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210134847"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Cristobal Costa-Soria","raw_affiliation_strings":["Intituto Tencologico de Informatica (ITI), Valencia, Spain"],"affiliations":[{"raw_affiliation_string":"Intituto Tencologico de Informatica (ITI), Valencia, Spain","institution_ids":["https://openalex.org/I4210134847"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008150302","display_name":"Paul Czech","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088621","display_name":"Know Center Research GmbH (Austria)","ror":"https://ror.org/004zhad81","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210088621"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Paul Czech","raw_affiliation_strings":["Know-Center GmbH, Graz, Austria"],"affiliations":[{"raw_affiliation_string":"Know-Center GmbH, Graz, Austria","institution_ids":["https://openalex.org/I4210088621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039186674","display_name":"Marija Despenic","orcid":"https://orcid.org/0000-0003-3612-8543"},"institutions":[{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Marija Despenic","raw_affiliation_strings":["Philips Research, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Philips Research, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I4210122849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009335303","display_name":"Chiara Garattini","orcid":null},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chiara Garattini","raw_affiliation_strings":["Intel Corporation NV/SA, Kontich, Belgium"],"affiliations":[{"raw_affiliation_string":"Intel Corporation NV/SA, Kontich, Belgium","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085048728","display_name":"Dirk Hamelinck","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Dirk Hamelinck","raw_affiliation_strings":["IMEC, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"IMEC, Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009154089","display_name":"Adrienne Heinrich","orcid":"https://orcid.org/0009-0007-3452-3204"},"institutions":[{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Adrienne Heinrich","raw_affiliation_strings":["Philips Research, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Philips Research, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I4210122849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049624750","display_name":"Wessel Kraaij","orcid":"https://orcid.org/0000-0001-7797-619X"},"institutions":[{"id":"https://openalex.org/I148297040","display_name":"Netherlands Organisation for Applied Scientific Research","ror":"https://ror.org/01bnjb948","country_code":"NL","type":"funder","lineage":["https://openalex.org/I148297040"]},{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Wessel Kraaij","raw_affiliation_strings":["Leiden University, Leiden, The Netherlands","TNO, The Hague, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Leiden University, Leiden, The Netherlands","institution_ids":["https://openalex.org/I121797337"]},{"raw_affiliation_string":"TNO, The Hague, The Netherlands","institution_ids":["https://openalex.org/I148297040"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056645389","display_name":"Jacek Kustra","orcid":"https://orcid.org/0000-0002-8526-8561"},"institutions":[{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jacek Kustra","raw_affiliation_strings":["Philips Research, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Philips Research, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I4210122849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052782814","display_name":"Aizea Lojo","orcid":"https://orcid.org/0000-0002-7167-4403"},"institutions":[{"id":"https://openalex.org/I4210140267","display_name":"Ikerlan","ror":"https://ror.org/03hp1m080","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210140267"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Aizea Lojo","raw_affiliation_strings":["IK4-IKERLAN, Arrasate-Mondragon, Spain"],"affiliations":[{"raw_affiliation_string":"IK4-IKERLAN, Arrasate-Mondragon, Spain","institution_ids":["https://openalex.org/I4210140267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084556027","display_name":"Marga Martin Sanchez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210129353","display_name":"Huawei Technologies (Germany)","ror":"https://ror.org/038cdme44","country_code":"DE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210129353"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marga Martin Sanchez","raw_affiliation_strings":["Huawei Technologies, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies, Munich, Germany","institution_ids":["https://openalex.org/I4210129353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011169157","display_name":"Miguel \u00c1ngel Mayer","orcid":"https://orcid.org/0000-0003-0362-6298"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Pompeu Fabra University","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel A. Mayer","raw_affiliation_strings":["Universitat Pompeu Fabra, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029519105","display_name":"Matteo Melideo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101866","display_name":"Informa (Italy)","ror":"https://ror.org/017c2y429","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210101866","https://openalex.org/I4210154378"]},{"id":"https://openalex.org/I4210127672","display_name":"Engineering (Italy)","ror":"https://ror.org/045s9b323","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210127672"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Matteo Melideo","raw_affiliation_strings":["Engineering Ingegneria Informatica SPA, Roma, Italy"],"affiliations":[{"raw_affiliation_string":"Engineering Ingegneria Informatica SPA, Roma, Italy","institution_ids":["https://openalex.org/I4210127672","https://openalex.org/I4210101866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078567927","display_name":"Ernestina Menasalvas","orcid":"https://orcid.org/0000-0002-5615-6798"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ernestina Menasalvas","raw_affiliation_strings":["Centro de Tecnolog\u00eda Biom\u00e9dica, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Centro de Tecnolog\u00eda Biom\u00e9dica, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021776590","display_name":"Frank M. Aarestrup","orcid":"https://orcid.org/0000-0002-7116-2723"},"institutions":[{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Frank Moller Aarestrup","raw_affiliation_strings":["Technical University of Denmark, Lyngby, Denmark"],"affiliations":[{"raw_affiliation_string":"Technical University of Denmark, Lyngby, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050084685","display_name":"Elvira Narro Artigot","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136723","display_name":"Everis (Spain)","ror":"https://ror.org/047etja20","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210136723"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Elvira Narro Artigot","raw_affiliation_strings":["Everis, Centro Empresarial el Trovador, Zaragoza, Spain"],"affiliations":[{"raw_affiliation_string":"Everis, Centro Empresarial el Trovador, Zaragoza, Spain","institution_ids":["https://openalex.org/I4210136723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080075106","display_name":"Milan Petkovi\u0107","orcid":"https://orcid.org/0000-0002-6264-6822"},"institutions":[{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Milan Petkovi\u0107","raw_affiliation_strings":["Data Science Department, Philips Research, Eindhoven, The Netherlands","Philips Research, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Data Science Department, Philips Research, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I4210122849"]},{"raw_affiliation_string":"Philips Research, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I4210122849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014673075","display_name":"Diego Reforgiato Recupero","orcid":"https://orcid.org/0000-0001-8646-6183"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Diego Reforgiato Recupero","raw_affiliation_strings":["Dept of Mathematics and Computer Science, University of Cagliari, Cagliari, Italy","University of Cagliari, Cagliari, Italy"],"affiliations":[{"raw_affiliation_string":"Dept of Mathematics and Computer Science, University of Cagliari, Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]},{"raw_affiliation_string":"University of Cagliari, Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013323586","display_name":"Alejandro Rodr\u00edguez\u2010Gonz\u00e1lez","orcid":"https://orcid.org/0000-0001-8801-4762"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alejandro Rodriguez Gonzalez","raw_affiliation_strings":["Centro de Tecnolog\u00eda Biom\u00e9dica, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Centro de Tecnolog\u00eda Biom\u00e9dica, Universidad Polit\u00e9cnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045747134","display_name":"Gisele Roesems Kerremans","orcid":null},"institutions":[{"id":"https://openalex.org/I1339201920","display_name":"Eurostat","ror":"https://ror.org/033d3q980","country_code":"LU","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I1339201920","https://openalex.org/I2800387288"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Gisele Roesems Kerremans","raw_affiliation_strings":["European Commission, Luxembourg City, Luxembourg"],"affiliations":[{"raw_affiliation_string":"European Commission, Luxembourg City, Luxembourg","institution_ids":["https://openalex.org/I1339201920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012068245","display_name":"Roland Roller","orcid":"https://orcid.org/0000-0001-7900-4116"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Roland Roller","raw_affiliation_strings":["DFKI GmbH, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"DFKI GmbH, Berlin, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041500684","display_name":"M\u00e1rio Rom\ufffd\u00e3o","orcid":"https://orcid.org/0000-0003-4564-1883"},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mario Romao","raw_affiliation_strings":["Intel Corporation NV/SA, Kontich, Belgium"],"affiliations":[{"raw_affiliation_string":"Intel Corporation NV/SA, Kontich, Belgium","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049944937","display_name":"Stefan R\u00fcping","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144576","display_name":"Fraunhofer Institute for Intelligent Analysis and Information Systems","ror":"https://ror.org/04nc32781","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210144576","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Ruping","raw_affiliation_strings":["Fraunhofer-Institut fur Intelligente Analyse, Sankt Augustin, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer-Institut fur Intelligente Analyse, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210144576"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102252584","display_name":"Felix Sasaki","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138631","display_name":"Cornelsen (Germany)","ror":"https://ror.org/02yvvjj13","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210138631"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Felix Sasaki","raw_affiliation_strings":["Cornelsen GmbH, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"Cornelsen GmbH, Berlin, Germany","institution_ids":["https://openalex.org/I4210138631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030646866","display_name":"Wouter Spek","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wouter Spek","raw_affiliation_strings":["T.I.B. Development, Vlaardingen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"T.I.B. Development, Vlaardingen, The Netherlands","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082959906","display_name":"Nenad Stojanovi\u0107","orcid":"https://orcid.org/0000-0001-9328-5348"},"institutions":[{"id":"https://openalex.org/I4210136901","display_name":"Nissatech Innovation Centre (Serbia)","ror":"https://ror.org/04a007b13","country_code":"RS","type":"company","lineage":["https://openalex.org/I4210136901"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Nenad Stojanovic","raw_affiliation_strings":["Nissatech Innovation Centre, Nis, Serbia"],"affiliations":[{"raw_affiliation_string":"Nissatech Innovation Centre, Nis, Serbia","institution_ids":["https://openalex.org/I4210136901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004759009","display_name":"Jack Thoms","orcid":null},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jack Thoms","raw_affiliation_strings":["DFKI GmbH, Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"DFKI GmbH, Berlin, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081337078","display_name":"Andrejs Vasi\u013cjevs","orcid":null},"institutions":[{"id":"https://openalex.org/I4210146923","display_name":"Tilde (Latvia)","ror":"https://ror.org/03jcesj83","country_code":"LV","type":"company","lineage":["https://openalex.org/I4210146923"]}],"countries":["LV"],"is_corresponding":false,"raw_author_name":"Andrejs Vasiljevs","raw_affiliation_strings":["Tilde, Riga, Latvia"],"affiliations":[{"raw_affiliation_string":"Tilde, Riga, Latvia","institution_ids":["https://openalex.org/I4210146923"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089797698","display_name":"Wilfried Verachtert","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Wilfried Verachtert","raw_affiliation_strings":["IMEC, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"IMEC, Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069634715","display_name":"Roel Wuyts","orcid":"https://orcid.org/0000-0003-4236-995X"},"institutions":[{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Roel Wuyts","raw_affiliation_strings":["IMEC, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"IMEC, Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974"]}]}],"institutions":[],"countries_distinct_count":13,"institutions_distinct_count":35,"corresponding_author_ids":["https://openalex.org/A5009128577"],"corresponding_institution_ids":["https://openalex.org/I33256026"],"apc_list":null,"apc_paid":null,"fwci":8.4249,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.97951719,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.6185178756713867},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4171701669692993},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.362326443195343},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.25497156381607056},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.15370750427246094},{"id":"https://openalex.org/keywords/economic-growth","display_name":"Economic growth","score":0.1169891357421875}],"concepts":[{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6185178756713867},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4171701669692993},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.362326443195343},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.25497156381607056},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.15370750427246094},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.1169891357421875}],"mesh":[],"locations_count":12,"locations":[{"id":"doi:10.1007/978-3-030-05249-2_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-05249-2_1","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Science for Healthcare","raw_type":"book-chapter"},{"id":"pmh:911472","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=911472","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISBN:978-3-030-05248-5","raw_type":"Part of book or chapter of book"},{"id":"pmh:oai:fraunhofer.de:N-628959","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-628959.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IAIS","raw_type":"Book Article"},{"id":"pmh:oai:iris.unica.it:11584/263577","is_oa":false,"landing_page_url":"http://hdl.handle.net/11584/263577","pdf_url":null,"source":{"id":"https://openalex.org/S4377196293","display_name":"UNICA IRIS Institutional Research Information System (University of Cagliari)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172446870","host_organization_name":"University of Cagliari","host_organization_lineage":["https://openalex.org/I172446870"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bookPart"},{"id":"pmh:oai:library.tue.nl:911472","is_oa":false,"landing_page_url":"http://repository.tue.nl/911472","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISBN:978-3-030-05248-5","raw_type":"Part of book or chapter of book"},{"id":"pmh:oai:oai-pmh.tno.nl:49646","is_oa":false,"landing_page_url":"https://resolver.tno.nl/uuid:f2e6064f-ad43-48c9-ad6a-2c21ba1ebea8","pdf_url":null,"source":{"id":"https://openalex.org/S7407055233","display_name":"TNO Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bookPart"},{"id":"pmh:oai:publica.fraunhofer.de:publica/267288","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/267288","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"book article"},{"id":"pmh:oai:pure.atira.dk:publications/7c392a08-1281-49f7-b6ec-3168ca078edc","is_oa":false,"landing_page_url":"https://orbit.dtu.dk/en/publications/7c392a08-1281-49f7-b6ec-3168ca078edc","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Abedjan , Z , Boujemaa , N , Campbell , S , Casla , P , Chatterjea , S , Consoli , S , Costa-Soria , C , Czech , P , Despenic , M , Garattini , C , Hamelinck , D , Heinrich , A , Kraaij , W , Kustra , J , Lojo , A , Sanchez , M M , Mayer , M A , Melideo , M , Menasalvas , E , M\u00f8ller Aarestrup , F , Artigot , E N , Petkovi\u0107 , M , Recupero , D R , Gonzalez , A R , Kerremans , G R , Roller , R , Romao , M , Ruping , S , Sasaki , F , Spek , W , Stojanovic , N , Thoms , J , Vasiljevs , A , Verachtert , W & Wuyts , R 2019 , Data science in healthcare : Benefits, challenges and opportunities . in Data Science for Healthcare : Methodologies and Applications . Springer , pp. 3-38 . https://doi.org/10.1007/978-3-030-05249-2_1","raw_type":"bookPart"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/e6cae323-f0ab-4c50-8b86-9a2bebbd7751","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/e6cae323-f0ab-4c50-8b86-9a2bebbd7751","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Abedjan, Z, Boujemaa, N, Campbell, S, Casla, P, Chatterjea, S, Consoli, S, Costa-Soria, C, Czech, P, Despenic, M, Garattini, C, Hamelinck, D, Heinrich, A, Kraaij, W, Kustra, J, Lojo, A, Sanchez, M M, Mayer, M A, Melideo, M, Menasalvas, E, Aarestrup, F M, Artigot, E N, Petkovi\u0107, M, Recupero, D R, Gonzalez, A R, Kerremans, G R, Roller, R, Romao, M, Ruping, S, Sasaki, F, Spek, W, Stojanovic, N, Thoms, J, Vasiljevs, A, Verachtert, W & Wuyts, R 2019, Data science in healthcare : benefits, challenges and opportunities. in S Consoli, D Reforgiato Recupero & M Petkovi\u0107 (eds), Data Science for Healthcare : Methodologies and Applications. Springer, Cham, pp. 3-38. https://doi.org/10.1007/978-3-030-05249-2_1","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.tue.nl:publications/e6cae323-f0ab-4c50-8b86-9a2bebbd7751","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85064376260&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Abedjan, Z, Boujemaa, N, Campbell, S, Casla, P, Chatterjea, S, Consoli, S, Costa-Soria, C, Czech, P, Despenic, M, Garattini, C, Hamelinck, D, Heinrich, A, Kraaij, W, Kustra, J, Lojo, A, Sanchez, M M, Mayer, M A, Melideo, M, Menasalvas, E, Aarestrup, F M, Artigot, E N, Petkovi\u0107, M, Recupero, D R, Gonzalez, A R, Kerremans, G R, Roller, R, Romao, M, Ruping, S, Sasaki, F, Spek, W, Stojanovic, N, Thoms, J, Vasiljevs, A, Verachtert, W & Wuyts, R 2019, Data science in healthcare : benefits, challenges and opportunities. in S Consoli, D Reforgiato Recupero & M Petkovi\u0107 (eds), Data Science for Healthcare : Methodologies and Applications. Springer, Cham, pp. 3-38. https://doi.org/10.1007/978-3-030-05249-2_1","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:tudelft.nl:uuid:f2e6064f-ad43-48c9-ad6a-2c21ba1ebea8","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:f2e6064f-ad43-48c9-ad6a-2c21ba1ebea8","pdf_url":null,"source":{"id":"https://openalex.org/S4306402238","display_name":"Repository hosted by TU Delft Library (TU Delft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data Science for Healthcare: Methodologies and Applications, 3-38","raw_type":"bookPart"},{"id":"pmh:tue:oai:pure.tue.nl:publications/e6cae323-f0ab-4c50-8b86-9a2bebbd7751","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/e6cae323-f0ab-4c50-8b86-9a2bebbd7751","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data Science for Healthcare: Methodologies and Applications, 3 - 38","raw_type":"info:eu-repo/semantics/bookpart"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W403097432","https://openalex.org/W859230734","https://openalex.org/W1484054505","https://openalex.org/W1539201567","https://openalex.org/W1550258693","https://openalex.org/W1598788287","https://openalex.org/W1951106586","https://openalex.org/W1973650088","https://openalex.org/W1993977866","https://openalex.org/W1995580819","https://openalex.org/W2007343539","https://openalex.org/W2015191210","https://openalex.org/W2023460117","https://openalex.org/W2030390110","https://openalex.org/W2033237963","https://openalex.org/W2069577154","https://openalex.org/W2071038402","https://openalex.org/W2106137049","https://openalex.org/W2120751691","https://openalex.org/W2128535227","https://openalex.org/W2130094219","https://openalex.org/W2146089916","https://openalex.org/W2153401380","https://openalex.org/W2159670728","https://openalex.org/W2159709123","https://openalex.org/W2184188583","https://openalex.org/W2189162242","https://openalex.org/W2293205736","https://openalex.org/W2302501749","https://openalex.org/W2404051247","https://openalex.org/W2473046424","https://openalex.org/W2560554549","https://openalex.org/W2561675875","https://openalex.org/W2613785804","https://openalex.org/W2754876402","https://openalex.org/W2767724642","https://openalex.org/W2771984637","https://openalex.org/W2773787581","https://openalex.org/W2810349319","https://openalex.org/W2886818114","https://openalex.org/W2889813947","https://openalex.org/W4210962885","https://openalex.org/W4243366766"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2231847643","https://openalex.org/W2735714078","https://openalex.org/W2765153054","https://openalex.org/W2596173151","https://openalex.org/W3213789065","https://openalex.org/W3080576469","https://openalex.org/W4323255430","https://openalex.org/W4231340554","https://openalex.org/W1491839574"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":6},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}