{"id":"https://openalex.org/W964851591","doi":"https://doi.org/10.4018/ijehmc.2015070101","title":"Text Mining Applied to Electronic Medical Records","display_name":"Text Mining Applied to Electronic Medical Records","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W964851591","doi":"https://doi.org/10.4018/ijehmc.2015070101","mag":"964851591"},"language":"en","primary_location":{"id":"doi:10.4018/ijehmc.2015070101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijehmc.2015070101","pdf_url":null,"source":{"id":"https://openalex.org/S18047094","display_name":"International Journal of E-Health and Medical Communications","issn_l":"1947-315X","issn":["1947-315X","1947-3168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of E-Health and Medical Communications","raw_type":"journal-article"},"type":"article","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/A5102013214","display_name":"Lu\u00eds A. M. Pereira","orcid":"https://orcid.org/0000-0002-0628-4847"},"institutions":[{"id":"https://openalex.org/I169427155","display_name":"Instituto Polit\u00e9cnico de Leiria","ror":"https://ror.org/010dvvh94","country_code":"PT","type":"education","lineage":["https://openalex.org/I169427155"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Lu\u00eds Pereira","raw_affiliation_strings":["School of Technology and Management, Polytechnic Institute of Leiria, Leiria, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Technology and Management, Polytechnic Institute of Leiria, Leiria, Portugal","institution_ids":["https://openalex.org/I169427155"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063153423","display_name":"Rui Rijo","orcid":"https://orcid.org/0000-0002-9348-0474"},"institutions":[{"id":"https://openalex.org/I169427155","display_name":"Instituto Polit\u00e9cnico de Leiria","ror":"https://ror.org/010dvvh94","country_code":"PT","type":"education","lineage":["https://openalex.org/I169427155"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rui Rijo","raw_affiliation_strings":["School of Technology and Management, Polytechnic Institute of Leiria, Leiria, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Technology and Management, Polytechnic Institute of Leiria, Leiria, Portugal","institution_ids":["https://openalex.org/I169427155"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100371897","display_name":"Catarina Silva","orcid":"https://orcid.org/0000-0002-5656-0061"},"institutions":[{"id":"https://openalex.org/I169427155","display_name":"Instituto Polit\u00e9cnico de Leiria","ror":"https://ror.org/010dvvh94","country_code":"PT","type":"education","lineage":["https://openalex.org/I169427155"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Catarina Silva","raw_affiliation_strings":["School of Technology and Management, Polytechnic Institute of Leiria, Leiria, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Technology and Management, Polytechnic Institute of Leiria, Leiria, Portugal","institution_ids":["https://openalex.org/I169427155"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003764930","display_name":"Ricardo Martinho","orcid":"https://orcid.org/0000-0003-1157-7510"},"institutions":[{"id":"https://openalex.org/I169427155","display_name":"Instituto Polit\u00e9cnico de Leiria","ror":"https://ror.org/010dvvh94","country_code":"PT","type":"education","lineage":["https://openalex.org/I169427155"]},{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]},{"id":"https://openalex.org/I4210137384","display_name":"Centre for Health Technology and Services Research","ror":"https://ror.org/0434vme59","country_code":"PT","type":"facility","lineage":["https://openalex.org/I4210137384"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ricardo Martinho","raw_affiliation_strings":["School of Technology and Management, Polytechnic Institute of Leiria, Leiria, Portugal & Centre for Research in Health Technologies and Information Systems (CINTESIS), University of Porto, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-1157-7510","affiliations":[{"raw_affiliation_string":"School of Technology and Management, Polytechnic Institute of Leiria, Leiria, Portugal & Centre for Research in Health Technologies and Information Systems (CINTESIS), University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I169427155","https://openalex.org/I182534213","https://openalex.org/I4210137384"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4132,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.6155371,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"6","issue":"3","first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9986000061035156,"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/T11719","display_name":"Data Quality and Management","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9807000160217285,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/contextualization","display_name":"Contextualization","score":0.6661297678947449},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6605342626571655},{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.6523246765136719},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.6114683151245117},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5626867413520813},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5195453763008118},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.5145213007926941},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.22524884343147278},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1375904083251953}],"concepts":[{"id":"https://openalex.org/C2780712339","wikidata":"https://www.wikidata.org/wiki/Q5165204","display_name":"Contextualization","level":3,"score":0.6661297678947449},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6605342626571655},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.6523246765136719},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.6114683151245117},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5626867413520813},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5195453763008118},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.5145213007926941},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.22524884343147278},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1375904083251953},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijehmc.2015070101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijehmc.2015070101","pdf_url":null,"source":{"id":"https://openalex.org/S18047094","display_name":"International Journal of E-Health and Medical Communications","issn_l":"1947-315X","issn":["1947-315X","1947-3168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of E-Health and Medical Communications","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jehmc0:v:6:y:2015:i:3:p:1-18","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJEHMC.2015070101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":81,"referenced_works":["https://openalex.org/W31208814","https://openalex.org/W53120806","https://openalex.org/W72448761","https://openalex.org/W78732373","https://openalex.org/W155855048","https://openalex.org/W186763444","https://openalex.org/W1479807131","https://openalex.org/W1509177569","https://openalex.org/W1542057119","https://openalex.org/W1565377632","https://openalex.org/W1601717103","https://openalex.org/W1767140149","https://openalex.org/W1870686808","https://openalex.org/W1938740620","https://openalex.org/W1967654344","https://openalex.org/W1968670396","https://openalex.org/W1968682844","https://openalex.org/W1977222363","https://openalex.org/W1981735506","https://openalex.org/W1986537524","https://openalex.org/W1988078635","https://openalex.org/W1991734825","https://openalex.org/W1993085936","https://openalex.org/W2002903734","https://openalex.org/W2005519248","https://openalex.org/W2011377597","https://openalex.org/W2024228866","https://openalex.org/W2025065621","https://openalex.org/W2031213082","https://openalex.org/W2031250218","https://openalex.org/W2032915096","https://openalex.org/W2059074639","https://openalex.org/W2059430193","https://openalex.org/W2060039987","https://openalex.org/W2060117757","https://openalex.org/W2060862437","https://openalex.org/W2062418945","https://openalex.org/W2066166745","https://openalex.org/W2073627046","https://openalex.org/W2080746135","https://openalex.org/W2088099335","https://openalex.org/W2103397879","https://openalex.org/W2107318542","https://openalex.org/W2114388055","https://openalex.org/W2115148430","https://openalex.org/W2121940249","https://openalex.org/W2125065061","https://openalex.org/W2125726375","https://openalex.org/W2128716459","https://openalex.org/W2131623370","https://openalex.org/W2131860390","https://openalex.org/W2132773777","https://openalex.org/W2133042373","https://openalex.org/W2137393443","https://openalex.org/W2137763598","https://openalex.org/W2139419377","https://openalex.org/W2139979941","https://openalex.org/W2140190241","https://openalex.org/W2146241755","https://openalex.org/W2147953360","https://openalex.org/W2149823865","https://openalex.org/W2153080225","https://openalex.org/W2153736474","https://openalex.org/W2158018156","https://openalex.org/W2158290178","https://openalex.org/W2159852928","https://openalex.org/W2163598528","https://openalex.org/W2168057267","https://openalex.org/W2168905447","https://openalex.org/W2171027497","https://openalex.org/W2181302878","https://openalex.org/W2244699646","https://openalex.org/W2264580665","https://openalex.org/W2270833710","https://openalex.org/W2278901959","https://openalex.org/W2316874432","https://openalex.org/W2751199251","https://openalex.org/W2771927986","https://openalex.org/W2900049846","https://openalex.org/W3119603699","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1687432146","https://openalex.org/W1591874556","https://openalex.org/W3216994056","https://openalex.org/W2185608106","https://openalex.org/W3046258185","https://openalex.org/W1548083239","https://openalex.org/W2268232908","https://openalex.org/W4296050054","https://openalex.org/W205610463","https://openalex.org/W2893240344"],"abstract_inverted_index":{"The":[0,39],"analysis":[1,40,82],"of":[2,52,83,108,114,121,128,136],"medical":[3,53,85,109,122,129],"records":[4,123],"is":[5,29,133],"a":[6,18,95],"major":[7],"challenge,":[8],"considering":[9],"they":[10],"are":[11,24],"generally":[12],"presented":[13],"in":[14],"plain":[15],"text,":[16],"have":[17,42],"very":[19],"specific":[20],"technical":[21],"vocabulary":[22],"and":[23,55,72,89,124],"nearly":[25],"always":[26],"unstructured.":[27],"It":[28,93],"an":[30,105,134],"interdisciplinary":[31],"work":[32,62,107],"that":[33],"requires":[34],"knowledge":[35],"from":[36],"several":[37,43],"fields.":[38,117],"may":[41],"goals,":[44],"such":[45],"as":[46],"assistance":[47],"on":[48],"clinical":[49],"decision,":[50],"classification":[51],"procedures,":[54],"to":[56,98,103],"support":[57],"hospital":[58],"management":[59],"decisions.":[60],"This":[61],"presents":[63],"the":[64,67,73,81,112,119,125],"concepts":[65],"involved,":[66],"relevant":[68],"existent":[69],"related":[70],"work,":[71],"main":[74],"open":[75],"issues":[76],"for":[77],"future":[78],"research":[79,116,138],"within":[80],"electronic":[84],"records,":[86,110],"using":[87],"data":[88,130],"text":[90],"mining":[91],"techniques.":[92],"provides":[94],"comprehensive":[96],"contextualization":[97],"all":[99],"those":[100],"who":[101],"wish":[102],"perform":[104],"analytical":[106],"enabling":[111],"identification":[113],"fruitful":[115],"With":[118],"digitalization":[120],"large":[126],"amount":[127],"available,":[131],"this":[132],"area":[135],"wide":[137],"potential.":[139]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2016-06-24T00:00:00"}