{"id":"https://openalex.org/W3160635105","doi":"https://doi.org/10.3233/shti210104","title":"Natural Language Processing for Free-Text Classification in Telehealth Services: Differences Between Diabetes and Heart Failure Applications","display_name":"Natural Language Processing for Free-Text Classification in Telehealth Services: Differences Between Diabetes and Heart Failure Applications","publication_year":2021,"publication_date":"2021-05-07","ids":{"openalex":"https://openalex.org/W3160635105","doi":"https://doi.org/10.3233/shti210104","mag":"3160635105","pmid":"https://pubmed.ncbi.nlm.nih.gov/33965934"},"language":"en","primary_location":{"id":"doi:10.3233/shti210104","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti210104","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI210104","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI210104","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069821903","display_name":"Fabian Wiesm\u00fcller","orcid":"https://orcid.org/0000-0001-6567-7782"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]},{"id":"https://openalex.org/I103365165","display_name":"FH JOANNEUM University of Applied Sciences","ror":"https://ror.org/03kkbqm48","country_code":"AT","type":"education","lineage":["https://openalex.org/I103365165"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Fabian Wiesm\u00fcller","raw_affiliation_strings":["AIT Austrian Institute of Technology GmbH, Graz, Austria","FH Joanneum, Graz, Austria","AIT Austrian Institute of Technology GmbH, Graz, Austria; FH Joanneum, Graz, Austria"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Graz, Austria","institution_ids":["https://openalex.org/I132118926"]},{"raw_affiliation_string":"FH Joanneum, Graz, Austria","institution_ids":["https://openalex.org/I103365165"]},{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Graz, Austria; FH Joanneum, Graz, Austria","institution_ids":["https://openalex.org/I103365165","https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066839719","display_name":"Dieter Hayn","orcid":"https://orcid.org/0000-0003-1822-9033"},"institutions":[{"id":"https://openalex.org/I4210104219","display_name":"Austrian Institute for Health Technology Assessment GmbH","ror":"https://ror.org/00v16df20","country_code":"AT","type":"nonprofit","lineage":["https://openalex.org/I4210104219"]},{"id":"https://openalex.org/I4403928418","display_name":"Ludwig Boltzmann Institute for Digital Health and Prevention","ror":"https://ror.org/00a2syk23","country_code":"AT","type":"facility","lineage":["https://openalex.org/I2799334681","https://openalex.org/I4403928418"]},{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Dieter Hayn","raw_affiliation_strings":["AIT Austrian Institute of Technology GmbH, Graz, Austria","Ludwig Bolzmann Institute for Digital Health and Prevention, Salzburg, Austria","AIT Austrian Institute of Technology GmbH, Graz, Austria; Ludwig Bolzmann Institute for Digital Health and Prevention, Salzburg, Austria"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Graz, Austria","institution_ids":["https://openalex.org/I132118926"]},{"raw_affiliation_string":"Ludwig Bolzmann Institute for Digital Health and Prevention, Salzburg, Austria","institution_ids":["https://openalex.org/I4210104219","https://openalex.org/I4403928418"]},{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Graz, Austria; Ludwig Bolzmann Institute for Digital Health and Prevention, Salzburg, Austria","institution_ids":["https://openalex.org/I4210104219","https://openalex.org/I132118926","https://openalex.org/I4403928418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030072403","display_name":"Karl Kreiner","orcid":"https://orcid.org/0000-0001-6066-9708"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Karl Kreiner","raw_affiliation_strings":["AIT Austrian Institute of Technology GmbH, Graz, Austria","AIT Austrian Institute of Technology GmbH, Graz, Austria;"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Graz, Austria","institution_ids":["https://openalex.org/I132118926"]},{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Graz, Austria;","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074776782","display_name":"Bernhard Pfeifer","orcid":"https://orcid.org/0000-0003-1507-1015"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Bernhard Pfeifer","raw_affiliation_strings":["AIT Austrian Institute of Technology GmbH, Hall in Tirol, Austria","Landesinstitut f\u00fcr Integrierte Versorgung \u2013 LIV Tirol, Innsbruck, Austria"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Hall in Tirol, Austria","institution_ids":["https://openalex.org/I132118926"]},{"raw_affiliation_string":"Landesinstitut f\u00fcr Integrierte Versorgung \u2013 LIV Tirol, Innsbruck, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045575537","display_name":"Gerhard P\u00f6lzl","orcid":"https://orcid.org/0000-0002-2588-6739"},"institutions":[{"id":"https://openalex.org/I143397708","display_name":"Innsbruck Medical University","ror":"https://ror.org/03pt86f80","country_code":"AT","type":"education","lineage":["https://openalex.org/I143397708"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Gerhard P\u00f6lzl","raw_affiliation_strings":["Department of Internal Medicine III, Cardiology and Angiology, Medical University Innsbruck, Austria"],"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine III, Cardiology and Angiology, Medical University Innsbruck, Austria","institution_ids":["https://openalex.org/I143397708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107072098","display_name":"Peter K\u00e4stner","orcid":"https://orcid.org/0000-0002-9530-006X"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Peter Kastner","raw_affiliation_strings":["AIT Austrian Institute of Technology GmbH, Graz, Austria","AIT Austrian Institute of Technology GmbH, Graz, Austria;"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Graz, Austria","institution_ids":["https://openalex.org/I132118926"]},{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Graz, Austria;","institution_ids":["https://openalex.org/I132118926"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007533806","display_name":"G. Schreier","orcid":"https://orcid.org/0000-0003-3724-4255"},"institutions":[{"id":"https://openalex.org/I132118926","display_name":"Austrian Institute of Technology","ror":"https://ror.org/04knbh022","country_code":"AT","type":"facility","lineage":["https://openalex.org/I132118926"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"G\u00fcnter Schreier","raw_affiliation_strings":["AIT Austrian Institute of Technology GmbH, Graz, Austria","AIT Austrian Institute of Technology GmbH, Graz, Austria;"],"affiliations":[{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Graz, Austria","institution_ids":["https://openalex.org/I132118926"]},{"raw_affiliation_string":"AIT Austrian Institute of Technology GmbH, Graz, Austria;","institution_ids":["https://openalex.org/I132118926"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5069821903"],"corresponding_institution_ids":["https://openalex.org/I103365165","https://openalex.org/I132118926"],"apc_list":null,"apc_paid":null,"fwci":7.7655,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.96915888,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"279","issue":null,"first_page":"157","last_page":"164"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12246","display_name":"Chronic Disease Management Strategies","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12246","display_name":"Chronic Disease Management Strategies","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11620","display_name":"Medication Adherence and Compliance","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/2714","display_name":"Family Practice"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12918","display_name":"Healthcare Systems and Technology","score":0.9713000059127808,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"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/telehealth","display_name":"Telehealth","score":0.9415413737297058},{"id":"https://openalex.org/keywords/text-messaging","display_name":"Text messaging","score":0.6766902208328247},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6544658541679382},{"id":"https://openalex.org/keywords/german","display_name":"German","score":0.5715071558952332},{"id":"https://openalex.org/keywords/heart-failure","display_name":"Heart failure","score":0.5165566205978394},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.504377007484436},{"id":"https://openalex.org/keywords/telemedicine","display_name":"Telemedicine","score":0.4772229492664337},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.43514448404312134},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3201724886894226},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.31597650051116943},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3148679733276367},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.26271378993988037},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1880859136581421},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11997702717781067}],"concepts":[{"id":"https://openalex.org/C2781050511","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telehealth","level":4,"score":0.9415413737297058},{"id":"https://openalex.org/C3018949938","wikidata":"https://www.wikidata.org/wiki/Q17166101","display_name":"Text messaging","level":2,"score":0.6766902208328247},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6544658541679382},{"id":"https://openalex.org/C154775046","wikidata":"https://www.wikidata.org/wiki/Q188","display_name":"German","level":2,"score":0.5715071558952332},{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.5165566205978394},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.504377007484436},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.4772229492664337},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.43514448404312134},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3201724886894226},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.31597650051116943},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3148679733276367},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.26271378993988037},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1880859136581421},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11997702717781067},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003920","descriptor_name":"Diabetes Mellitus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003920","descriptor_name":"Diabetes Mellitus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003920","descriptor_name":"Diabetes Mellitus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti210104","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti210104","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI210104","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:33965934","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33965934","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti210104","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti210104","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI210104","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4300000071525574,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3160635105.pdf","grobid_xml":"https://content.openalex.org/works/W3160635105.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W125988527","https://openalex.org/W2005877651","https://openalex.org/W2127960841","https://openalex.org/W2463941950","https://openalex.org/W2547728652","https://openalex.org/W2732218731","https://openalex.org/W2884462261","https://openalex.org/W2889558395","https://openalex.org/W2915045810","https://openalex.org/W2970819616","https://openalex.org/W3120738926","https://openalex.org/W6600208142","https://openalex.org/W6604801084","https://openalex.org/W6635249658","https://openalex.org/W6822543199","https://openalex.org/W6826485219"],"related_works":["https://openalex.org/W3170020535","https://openalex.org/W2970477638","https://openalex.org/W2912378903","https://openalex.org/W4308006235","https://openalex.org/W2410804002","https://openalex.org/W3185086095","https://openalex.org/W1483331398","https://openalex.org/W2560606102","https://openalex.org/W4243979921","https://openalex.org/W4206313421"],"abstract_inverted_index":{"Telehealth":[0],"services":[1],"for":[2,100,160],"long-term":[3],"monitoring":[4],"of":[5,19,31,76,120,132],"chronically":[6],"ill":[7],"patients":[8,23],"are":[9,34],"becoming":[10],"more":[11,13],"and":[12,24,82,141],"common,":[14],"leading":[15],"to":[16,68,106,138],"huge":[17],"amounts":[18],"data":[20,33],"collected":[21],"by":[22,126],"healthcare":[25],"professionals":[26],"each":[27],"day.":[28],"While":[29],"most":[30],"these":[32],"structured,":[35],"some":[36],"information,":[37],"especially":[38],"concerning":[39,152],"the":[40,43,54,60,69,109,136,153,161],"communication":[41],"between":[42],"stakeholders,":[44],"is":[45],"typically":[46],"stored":[47],"as":[48,66],"unstructured":[49],"free-texts.":[50],"This":[51],"paper":[52],"outlines":[53],"differences":[55,151],"in":[56,89],"analyzing":[57],"free-texts":[58,103],"from":[59,80,85],"heart":[61,101,139],"failure":[62,102,140],"telehealth":[63,71],"network":[64,72],"HerzMobil":[65,81],"compared":[67],"diabetes":[70,110,142],"DiabMemory.":[73],"A":[74,93],"total":[75],"3,739":[77],"free-text":[78],"notes":[79,84,122],"228,109":[83],"DiabMemory,":[86],"both":[87],"written":[88],"German,":[90],"were":[91,124,163],"analyzed.":[92],"pre-existing,":[94],"regular":[95],"expression":[96],"based":[97],"algorithm":[98,114,137,162],"developed":[99],"was":[104,115],"adapted":[105],"cover":[107],"also":[108,149],"scenario.":[111],"The":[112],"resulting":[113],"validated":[116],"with":[117],"a":[118,156],"subset":[119],"200":[121],"that":[123],"annotated":[125],"three":[127],"scientists,":[128],"achieving":[129],"an":[130],"accuracy":[131],"92.62%.":[133],"When":[134],"applying":[135],"texts,":[143],"we":[144],"found":[145],"various":[146],"similarities":[147],"but":[148],"several":[150],"content.":[154],"As":[155],"consequence,":[157],"specific":[158],"requirements":[159],"identified.":[164]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}