{"id":"https://openalex.org/W4214866291","doi":"https://doi.org/10.1109/imcom53663.2022.9721771","title":"Explicit and Implicit Section Identification from Clinical Discharge Summaries","display_name":"Explicit and Implicit Section Identification from Clinical Discharge Summaries","publication_year":2022,"publication_date":"2022-01-03","ids":{"openalex":"https://openalex.org/W4214866291","doi":"https://doi.org/10.1109/imcom53663.2022.9721771"},"language":"en","primary_location":{"id":"doi:10.1109/imcom53663.2022.9721771","is_oa":false,"landing_page_url":"https://doi.org/10.1109/imcom53663.2022.9721771","pdf_url":null,"source":{"id":"https://openalex.org/S4363608555","display_name":"2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM)","raw_type":"proceedings-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/A5048944965","display_name":"Asim Abbas","orcid":"https://orcid.org/0000-0001-6374-0397"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Asim Abbas","raw_affiliation_strings":["Kyung Hee University,Ubiquitous Computing Lab,Yongin-si,South Korea","Ubiquitous Computing Lab, Kyung Hee University, Yongin-si, South Korea"],"affiliations":[{"raw_affiliation_string":"Kyung Hee University,Ubiquitous Computing Lab,Yongin-si,South Korea","institution_ids":["https://openalex.org/I35928602"]},{"raw_affiliation_string":"Ubiquitous Computing Lab, Kyung Hee University, Yongin-si, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011141471","display_name":"Jamil Hussain","orcid":"https://orcid.org/0000-0003-3862-8787"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jamil Hussain","raw_affiliation_strings":["Sejong University,Department of Data Science,Sejong,South Korea"],"affiliations":[{"raw_affiliation_string":"Sejong University,Department of Data Science,Sejong,South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052660806","display_name":"Muhammad Afzal","orcid":"https://orcid.org/0000-0002-7851-2327"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Muhammad Afzal","raw_affiliation_strings":["Sejong University,Department of Software,Sejong,South Korea"],"affiliations":[{"raw_affiliation_string":"Sejong University,Department of Software,Sejong,South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068838719","display_name":"Hafiz Syed Muhammad Bilal","orcid":"https://orcid.org/0000-0002-8920-4231"},"institutions":[{"id":"https://openalex.org/I929597975","display_name":"National University of Sciences and Technology","ror":"https://ror.org/03w2j5y17","country_code":"PK","type":"education","lineage":["https://openalex.org/I929597975"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Hafiz Syed Muhammad Bilal","raw_affiliation_strings":["Seecs National University of Science and Technology,Department of Computing,Islamabad,Pakistan"],"affiliations":[{"raw_affiliation_string":"Seecs National University of Science and Technology,Department of Computing,Islamabad,Pakistan","institution_ids":["https://openalex.org/I929597975"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101882040","display_name":"Sungyoung Lee","orcid":"https://orcid.org/0000-0002-5962-1587"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungyoung Lee","raw_affiliation_strings":["Kyung Hee University,Ubiquitous Computing Lab,Yongin-si,South Korea","Ubiquitous Computing Lab, Kyung Hee University, Yongin-si, South Korea"],"affiliations":[{"raw_affiliation_string":"Kyung Hee University,Ubiquitous Computing Lab,Yongin-si,South Korea","institution_ids":["https://openalex.org/I35928602"]},{"raw_affiliation_string":"Ubiquitous Computing Lab, Kyung Hee University, Yongin-si, South Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082238801","display_name":"Seokhee Jeon","orcid":"https://orcid.org/0000-0002-0413-9646"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seokhee Jeon","raw_affiliation_strings":["Kyung Hee University,Haptic and VR Laboratory,Yongin-si,South Korea","Haptic and VR Laboratory, Kyung Hee University, Yongin-si, South Korea"],"affiliations":[{"raw_affiliation_string":"Kyung Hee University,Haptic and VR Laboratory,Yongin-si,South Korea","institution_ids":["https://openalex.org/I35928602"]},{"raw_affiliation_string":"Haptic and VR Laboratory, Kyung Hee University, Yongin-si, South Korea","institution_ids":["https://openalex.org/I35928602"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5048944965"],"corresponding_institution_ids":["https://openalex.org/I35928602"],"apc_list":null,"apc_paid":null,"fwci":0.1039,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.22818358,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2003","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9354000091552734,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9354000091552734,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12574","display_name":"Clinical Reasoning and Diagnostic Skills","score":0.9290000200271606,"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/T13629","display_name":"Text Readability and Simplification","score":0.9175000190734863,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/section","display_name":"Section (typography)","score":0.7130802869796753},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7116513252258301},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6370989084243774},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3631526827812195},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.33417659997940063},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.33266323804855347},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17812228202819824},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.05991414189338684}],"concepts":[{"id":"https://openalex.org/C2780129039","wikidata":"https://www.wikidata.org/wiki/Q1931107","display_name":"Section (typography)","level":2,"score":0.7130802869796753},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7116513252258301},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6370989084243774},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3631526827812195},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.33417659997940063},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.33266323804855347},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17812228202819824},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.05991414189338684},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/imcom53663.2022.9721771","is_oa":false,"landing_page_url":"https://doi.org/10.1109/imcom53663.2022.9721771","pdf_url":null,"source":{"id":"https://openalex.org/S4363608555","display_name":"2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W38597370","https://openalex.org/W82660351","https://openalex.org/W153173462","https://openalex.org/W1929032064","https://openalex.org/W2005519248","https://openalex.org/W2164717195","https://openalex.org/W2280378432","https://openalex.org/W2888337796","https://openalex.org/W2950166338","https://openalex.org/W2958747773","https://openalex.org/W2966776429","https://openalex.org/W4288302267","https://openalex.org/W6601518354","https://openalex.org/W6603408462","https://openalex.org/W6765107272","https://openalex.org/W6766846879","https://openalex.org/W7006026465"],"related_works":["https://openalex.org/W2560853036","https://openalex.org/W2566696415","https://openalex.org/W1563787543","https://openalex.org/W4239980664","https://openalex.org/W4249026152","https://openalex.org/W4231213805","https://openalex.org/W4244585678","https://openalex.org/W2909241626","https://openalex.org/W2890304493","https://openalex.org/W590015412"],"abstract_inverted_index":{"In":[0],"the":[1,62,70,138,159,176,212],"clinical":[2,15,35,81,220],"domain,":[3],"mostly":[4],"data":[5,43,51,200],"is":[6,89,101,113,196],"generated":[7],"in":[8,14,48],"natural":[9],"language":[10],"and":[11,19,29,53,60,64,69,72,108,150,171,174,187,207,210,217,222],"unstructured":[12],"format":[13,44],"notes,":[16],"containing":[17],"meaningful":[18,213],"hidden":[20],"information.":[21],"Various":[22],"algorithms":[23],"have":[24],"been":[25],"proposed":[26,58,139],"to":[27,79,103,197],"recognize":[28],"identify":[30,104],"different":[31],"sections":[32,78],"within":[33],"those":[34],"notes":[36],"for":[37,45,76,158,175,201],"easy":[38],"conversion":[39],"into":[40],"a":[41,142,163],"structured":[42],"further":[46],"processing":[47],"terms":[49],"of":[50,74,145,166,183,192,215],"storage":[52],"retrieval.":[54],"The":[55,134,189],"algorithm":[56,140,195],"has":[57],"recognizing":[59],"identifying":[61],"explicit":[63,92,105,160],"implicit":[65],"defined":[66],"section":[67,87,94,107,161],"heading":[68],"start":[71],"end":[73],"boundaries":[75],"identified":[77,178],"enhance":[80,211],"notes’":[82],"information":[83],"extraction":[84],"(IE).":[85],"A":[86],"dictionary":[88],"constructed":[90],"contain":[91],"define":[93,106],"name.":[95],"An":[96],"exact":[97],"term":[98,109],"matching":[99,111],"approach":[100],"used":[102],"partially":[110],"procedure":[112],"followed":[114],"utilizing":[115],"Levenshtein":[116],"Distance":[117],"algorithm.":[118],"We":[119,154],"evaluated":[120],"our":[121],"discharge":[122],"summaries":[123],"provided":[124],"by":[125],"Beth":[126],"Israel":[127],"Deaconess":[128],"Medical":[129],"Center":[130],"2010":[131],"I2b2":[132],"Challenge.":[133],"experiments":[135,157],"showed":[136],"that":[137],"achieved":[141],"satisfactory":[143],"score":[144,165],"precision":[146,182],"100%,":[147,184],"recall":[148,185],"94.5%,":[149],"f-score":[151],"97.17%":[152],"overall.":[153],"also":[155],"perform":[156],"with":[162],"result":[164],"100%":[167],"precision,":[168],"93.53%":[169],"recall,":[170],"96.66%":[172],"f-score,":[173],"implicitly":[177],"section,":[179],"we":[180],"gain":[181],"95.46%,":[186],"97.68%.":[188],"main":[190],"goal":[191],"proposing":[193],"this":[194],"automatically":[198],"prepare":[199],"data-driven":[202],"approaches":[203],"like":[204],"machine":[205],"learning":[206,209],"deep":[208],"use":[214],"EHR’s":[216],"CDSS":[218],"systems,":[219],"outcomes,":[221],"events.":[223]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}