{"id":"https://openalex.org/W2293061410","doi":"https://doi.org/10.5220/0004909904470452","title":"Information Retrieval in Medicine - An Extensive Experimental Study","display_name":"Information Retrieval in Medicine - An Extensive Experimental Study","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2293061410","doi":"https://doi.org/10.5220/0004909904470452","mag":"2293061410"},"language":"en","primary_location":{"id":"doi:10.5220/0004909904470452","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004909904470452","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Health Informatics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0004909904470452","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025699386","display_name":"Roberto Gatta","orcid":"https://orcid.org/0000-0002-4716-9925"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Roberto Gatta","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086585008","display_name":"Mauro Vallati","orcid":"https://orcid.org/0000-0002-8429-3570"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mauro Vallati","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019263878","display_name":"Berardino De Bari","orcid":"https://orcid.org/0000-0003-0117-3360"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Berardino De Bari","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040339902","display_name":"Nadia Pasinetti","orcid":"https://orcid.org/0000-0002-2715-1840"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nadia Pasinetti","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032390716","display_name":"Carlo Cappelli","orcid":"https://orcid.org/0000-0003-4317-1232"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carlo Cappelli","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088651397","display_name":"Ilenia Pirola","orcid":"https://orcid.org/0000-0002-7012-4311"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ilenia Pirola","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003688611","display_name":"Massimo Salvetti","orcid":"https://orcid.org/0000-0001-8101-1374"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Massimo Salvetti","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014172365","display_name":"Michela Buglione","orcid":"https://orcid.org/0000-0002-5485-1260"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michela Buglione","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009919716","display_name":"Mar\u00eda Lorenza Muiesan","orcid":"https://orcid.org/0000-0002-4007-9441"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maria L. Muiesan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070395814","display_name":"Stefano Maria Magrini","orcid":"https://orcid.org/0000-0002-4126-733X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stefano M. Magrini","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5054607452","display_name":"Maurizio Castellano","orcid":"https://orcid.org/0000-0002-4569-2659"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maurizio Castellano","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5025699386"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8477,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.82814528,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"447","last_page":"452"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9948999881744385,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9948999881744385,"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/T11719","display_name":"Data Quality and Management","score":0.9925000071525574,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9907000064849854,"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/computer-science","display_name":"Computer science","score":0.6380020380020142},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6029525399208069}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6380020380020142},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6029525399208069}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.5220/0004909904470452","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004909904470452","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Health Informatics","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.hud.ac.uk:19417","is_oa":true,"landing_page_url":null,"pdf_url":"http://eprints.hud.ac.uk/id/eprint/19417/1/CR.pdf","source":{"id":"https://openalex.org/S4306401852","display_name":"University of Huddersfield Repository (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Chapter"},{"id":"pmh:oai:iris.unibs.it:11379/372507","is_oa":true,"landing_page_url":"http://hdl.handle.net/11379/372507","pdf_url":"http://eprints.hud.ac.uk/19417/","source":{"id":"https://openalex.org/S4306400804","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Brescia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"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":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:iris.unibs.it:11379/560356","is_oa":false,"landing_page_url":"http://hdl.handle.net/11379/560356","pdf_url":null,"source":{"id":"https://openalex.org/S4306400804","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Brescia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:pure.atira.dk:publications/74c9a330-5e36-4e6f-9e1e-7990e32fe145","is_oa":false,"landing_page_url":"https://pure.hud.ac.uk/en/publications/74c9a330-5e36-4e6f-9e1e-7990e32fe145","pdf_url":null,"source":{"id":"https://openalex.org/S4306402508","display_name":"Huddersfield Research Portal (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Gatta, R, Vallati, M, De Bari, B, Pasinetti, N, Cappelli, C, Pirola, I, Salvetti, M, Buglione, M, Muiesan, M L, Magrini, S & Castellano, M 2014, Information Retrieval in Medicine : An Extensive Experimental Study. in Proceedings of the International Conference on Health Informatics. vol. 1, Angers, France, pp. 447-452, 7th International Conference on Health Informatics, Angers, France, 3/03/14. https://doi.org/10.5220/0004909904470452","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.5220/0004909904470452","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0004909904470452","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Health Informatics","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1524792337","https://openalex.org/W1534477342","https://openalex.org/W1557757161","https://openalex.org/W1562615108","https://openalex.org/W1751470192","https://openalex.org/W1972421525","https://openalex.org/W1978394996","https://openalex.org/W1988790447","https://openalex.org/W2016648380","https://openalex.org/W2022479766","https://openalex.org/W2063226957","https://openalex.org/W2087556827","https://openalex.org/W2112048775","https://openalex.org/W2124868070","https://openalex.org/W2150827944","https://openalex.org/W2158275940","https://openalex.org/W2164547069","https://openalex.org/W2165612380","https://openalex.org/W2610550445","https://openalex.org/W2912934387","https://openalex.org/W2950680102"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"The":[0,113],"clinical":[1,55,80],"documents":[2,56],"stored":[3],"in":[4,61,122],"a":[5,11,62,73,96,123],"textual":[6],"and":[7,27,104,109,126,140],"unstructured":[8],"manner":[9],"represent":[10],"precious":[12],"source":[13],"of":[14,41,72,91,119,130],"information":[15],"that":[16,57],"can":[17,33,58],"be":[18,34,59],"gathered":[19],"by":[20,83],"exploiting":[21],"Information":[22],"Retrieval":[23],"techniques.":[24],"Classification":[25],"algorithms,":[26],"their":[28],"composition":[29],"through":[30],"Ensemble":[31],"Methods,":[32],"used":[35],"for":[36],"organizing":[37],"this":[38,66,92],"huge":[39],"amount":[40],"data,":[42],"but":[43],"are":[44],"usually":[45],"tested":[46],"on":[47,78,100,132],"standardized":[48],"corpora,":[49],"which":[50],"significantly":[51],"differ":[52],"from":[53],"actual":[54],"found":[60],"modern":[63],"hospital.":[64],"In":[65],"paper":[67],"we":[68,94],"present":[69],"the":[70,89,101,117,128],"results":[71,115],"large":[74],"experimental":[75,114],"analysis":[76],"conducted":[77],"36,000":[79],"documents,":[81],"generated":[82],"three":[84],"different":[85],"medical":[86],"Departments.":[87],"For":[88],"sake":[90],"investigation":[93],"propose":[95],"new":[97],"classifier,":[98],"based":[99],"entropy":[102],"idea,":[103],"test":[105],"four":[106,110],"single":[107],"algorithms":[108],"ensemble":[111],"methods.":[112],"show":[116],"performance":[118],"selected":[120],"approaches":[121],"real-world":[124],"environment,":[125],"highlights":[127],"impact":[129],"obsolescence":[131],"classification.":[133],"Copyright":[134],"\u00a9":[135],"2014":[136],"SCITEPRESS":[137],"-":[138],"Science":[139],"Technology":[141],"Publications.":[142],"All":[143],"rights":[144],"reserved.":[145]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2016-06-24T00:00:00"}
