{"id":"https://openalex.org/W4407833712","doi":"https://doi.org/10.3233/978-1-61499-289-9-846","title":"Automatic Identification of Comparative Effectiveness Research from Medline Citations to Support Clinicians' Treatment Information Needs","display_name":"Automatic Identification of Comparative Effectiveness Research from Medline Citations to Support Clinicians' Treatment Information Needs","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W4407833712","doi":"https://doi.org/10.3233/978-1-61499-289-9-846"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-289-9-846","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-289-9-846","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":"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/A5100761764","display_name":"Mingyuan Zhang","orcid":"https://orcid.org/0000-0001-6143-2200"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Zhang Mingyuan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024020962","display_name":"Del Fiol Guilherme","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Del Fiol Guilherme","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044709038","display_name":"Gr ouml nemeyer Dietrich H.W.","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Grout Randall W.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082380682","display_name":"Jonnalagadda Siddhartha","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jonnalagadda Siddhartha","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001013081","display_name":"Medlin Jr Richard","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Medlin Jr Richard","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031326065","display_name":"Rashmi Mishra","orcid":"https://orcid.org/0000-0002-0896-3798"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mishra Rashmi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116374309","display_name":"Weir Charlene","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weir Charlene","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027449919","display_name":"Hongfang Liu","orcid":"https://orcid.org/0000-0001-5012-7278"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu Hongfang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047306044","display_name":"Mostafa Javed","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mostafa Javed","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5008186542","display_name":"Fiszman Marcelo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fiszman Marcelo","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5100761764"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58143267,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.8054999709129333,"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":0.8054999709129333,"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/T10206","display_name":"Meta-analysis and systematic reviews","score":0.7811999917030334,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6633444428443909},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.546509861946106},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4349592924118042},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3896007537841797},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.37338683009147644},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.37241649627685547},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.08653837442398071}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6633444428443909},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.546509861946106},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4349592924118042},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3896007537841797},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.37338683009147644},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.37241649627685547},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08653837442398071},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/978-1-61499-289-9-846","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-289-9-846","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725"],"abstract_inverted_index":{"Online":[0],"knowledge":[1],"resources":[2],"such":[3],"as":[4],"Medline":[5,103],"can":[6],"address":[7],"most":[8,33],"clinicians'":[9],"patient":[10],"care":[11,173],"information":[12,35],"needs.":[13],"Yet,":[14],"significant":[15],"barriers,":[16],"notably":[17],"lack":[18],"of":[19,24,30,66,73,118,136,138,165,172],"time,":[20],"limit":[21],"the":[22,28,71,89,112,139,146,151,162],"use":[23],"these":[25,93],"sources":[26],"at":[27,70],"point":[29,72,171],"care.":[31,74],"The":[32,96,156],"common":[34],"needs":[36],"raised":[37],"by":[38],"clinicians":[39,46],"are":[40,58],"treatment-related.":[41],"Comparative":[42],"effectiveness":[43,68,85,167],"studies":[44,86,131],"allow":[45],"to":[47,60,169],"consider":[48],"multiple":[49],"treatment":[50,119],"alternatives":[51,120],"for":[52,81,121,128,161],"a":[53,115],"particular":[54],"problem.":[55],"Still,":[56],"solutions":[57],"needed":[59],"enable":[61],"efficient":[62],"and":[63,77,87,106,126],"effective":[64],"consumption":[65],"comparative":[67,84,130,166],"research":[69,168],"Objective:":[75],"Design":[76],"assess":[78],"an":[79],"algorithm":[80,97,113,152],"automatically":[82],"identifying":[83,129],"extracting":[88],"interventions":[90,140],"investigated":[91],"in":[92,114],"studies.":[94],"Methods:":[95],"combines":[98],"semantic":[99],"natural":[100],"language":[101],"processing,":[102],"citation":[104],"metadata,":[105],"machine":[107],"learning":[108],"techniques.":[109],"We":[110],"assessed":[111],"case":[116],"study":[117],"depression.":[122],"Results:":[123],"Both":[124],"precision":[125],"recall":[127],"was":[132],"0.83.":[133],"A":[134],"total":[135],"86%":[137],"extracted":[141],"perfectly":[142],"or":[143],"partially":[144],"matched":[145],"gold":[147],"standard.":[148],"Conclusion:":[149],"Overall,":[150],"achieved":[153],"reasonable":[154],"performance.":[155],"method":[157],"provides":[158],"building":[159],"blocks":[160],"automatic":[163],"summarization":[164],"inform":[170],"decision-making.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}