{"id":"https://openalex.org/W2432191675","doi":"https://doi.org/10.3233/978-1-60750-588-4-1174","title":"Clinical Task-Specific Query Expansion for the Retrieval of Scientifically Rigorous Research Documents","display_name":"Clinical Task-Specific Query Expansion for the Retrieval of Scientifically Rigorous Research Documents","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2432191675","doi":"https://doi.org/10.3233/978-1-60750-588-4-1174","mag":"2432191675","pmid":"https://pubmed.ncbi.nlm.nih.gov/20841869"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-60750-588-4-1174","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-60750-588-4-1174","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5068195598","display_name":"Sooyoung Yoo","orcid":"https://orcid.org/0000-0001-8620-4925"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yoo Sooyoung","raw_affiliation_strings":["Medical Information Center, Seoul National University Bundang Hospital, Gyeonggi-do, South Korea"],"affiliations":[{"raw_affiliation_string":"Medical Information Center, Seoul National University Bundang Hospital, Gyeonggi-do, South Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039520735","display_name":"Jinwook Choi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Choi Jinwook","raw_affiliation_strings":["BK21 Four - Smart Healthcare"],"affiliations":[{"raw_affiliation_string":"BK21 Four - Smart Healthcare","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068632913","display_name":"Sungbin Choi","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Choi Sungbin","raw_affiliation_strings":["Seoul National Univ.#TAB#"],"affiliations":[{"raw_affiliation_string":"Seoul National Univ.#TAB#","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5068195598"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20157026,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"160","issue":"Pt 2","first_page":"1174","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.8944000005722046,"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/T10028","display_name":"Topic Modeling","score":0.8944000005722046,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.8629000186920166,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.774399995803833,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7986389398574829},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7960768938064575},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.7515008449554443},{"id":"https://openalex.org/keywords/query-expansion","display_name":"Query expansion","score":0.7046708464622498},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3216422498226166}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7986389398574829},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7960768938064575},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.7515008449554443},{"id":"https://openalex.org/C99016210","wikidata":"https://www.wikidata.org/wiki/Q5488129","display_name":"Query expansion","level":2,"score":0.7046708464622498},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3216422498226166},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D008490","descriptor_name":"Medical Informatics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008490","descriptor_name":"Medical Informatics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008490","descriptor_name":"Medical Informatics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012106","descriptor_name":"Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012106","descriptor_name":"Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012106","descriptor_name":"Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016239","descriptor_name":"MEDLINE","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016239","descriptor_name":"MEDLINE","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016239","descriptor_name":"MEDLINE","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019317","descriptor_name":"Evidence-Based Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019317","descriptor_name":"Evidence-Based Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019317","descriptor_name":"Evidence-Based Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-60750-588-4-1174","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-60750-588-4-1174","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:20841869","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/20841869","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":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3001245047","https://openalex.org/W1873153460","https://openalex.org/W850316024","https://openalex.org/W2170059263","https://openalex.org/W2044231962","https://openalex.org/W2945915803","https://openalex.org/W2969770061","https://openalex.org/W301348785","https://openalex.org/W2117230983","https://openalex.org/W4390861283"],"abstract_inverted_index":{"To":[0],"support":[1],"the":[2,20,27,41,98,105,114],"practice":[3],"of":[4,23,30,43],"evidence-based":[5],"medicine":[6],"(EBM),":[7],"clinically":[8],"relevant":[9,38,83],"and":[10,26,95],"scientifically":[11],"sound":[12],"articles":[13],"should":[14],"be":[15],"easily":[16],"accessible.":[17],"Due":[18],"to":[19,65,84],"huge":[21],"volume":[22],"medical":[24],"literature":[25],"low":[28],"performance":[29],"present":[31],"retrieval":[32,53,57],"models,":[33],"clinicians":[34],"could":[35],"only":[36],"get":[37],"documents":[39],"in":[40],"order":[42],"publication":[44],"time.":[45],"This":[46],"study":[47],"propose":[48],"a":[49,85,109],"new":[50,99],"clinical":[51,61],"task-specific":[52,62,89],"technique":[54],"that":[55,81],"improves":[56],"accuracy":[58],"by":[59],"exploiting":[60],"EBM":[63,90],"terms":[64,80],"query":[66,78],"expansion":[67,79],"using":[68,88],"co-occurrence":[69],"analysis":[70],"technique.":[71],"The":[72],"idea":[73],"is":[74],"aimed":[75],"at":[76],"selecting":[77],"are":[82],"specific":[86],"clinical-task":[87],"terms.":[91],"Focusing":[92],"on":[93,104],"treatment":[94],"diagnosis":[96],"tasks,":[97],"method":[100],"which":[101],"was":[102],"performed":[103],"OHSUMED":[106],"collection":[107],"showed":[108],"further":[110],"improved":[111],"result":[112],"than":[113],"existing":[115],"method.":[116]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}