{"id":"https://openalex.org/W7140130303","doi":"https://doi.org/10.1007/978-3-032-21321-1_26","title":"MedNuggetizer: Confidence-Based Information Nugget Extraction from\u00a0Medical Documents","display_name":"MedNuggetizer: Confidence-Based Information Nugget Extraction from\u00a0Medical Documents","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7140130303","doi":"https://doi.org/10.1007/978-3-032-21321-1_26"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-21321-1_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-21321-1_26","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5071982890","display_name":"Gregor Donabauer","orcid":null},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Gregor Donabauer","raw_affiliation_strings":["Information Science, University of Regensburg, Regensburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Science, University of Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092362852","display_name":"Samy Ateia","orcid":"https://orcid.org/0009-0000-2622-9194"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Samy Ateia","raw_affiliation_strings":["Information Science, University of Regensburg, Regensburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Science, University of Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014534985","display_name":"Udo Kruschwitz","orcid":"https://orcid.org/0000-0002-5503-0341"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Udo Kruschwitz","raw_affiliation_strings":["Information Science, University of Regensburg, Regensburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Science, University of Regensburg, Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111501534","display_name":"Maximilian Burger","orcid":"https://orcid.org/0009-0005-5013-9435"},"institutions":[{"id":"https://openalex.org/I4210157716","display_name":"Caritas-Krankenhaus St. Josef","ror":"https://ror.org/04w9ddv64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210157716"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maximilian Burger","raw_affiliation_strings":["Department of Urology, St. Josef Medical Center, Regensburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, St. Josef Medical Center, Regensburg, Germany","institution_ids":["https://openalex.org/I4210157716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130332577","display_name":"Matthias May","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114630","display_name":"Barmherzige Br\u00fcder Klinikum St. Elisabeth in Straubing","ror":"https://ror.org/02e560b93","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210114630"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias May","raw_affiliation_strings":["Department of Urology, St. Elisabeth Hospital Straubing, Straubing, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, St. Elisabeth Hospital Straubing, Straubing, Germany","institution_ids":["https://openalex.org/I4210114630"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020309465","display_name":"Christian Gilfrich","orcid":"https://orcid.org/0000-0003-0211-0636"},"institutions":[{"id":"https://openalex.org/I4210114630","display_name":"Barmherzige Br\u00fcder Klinikum St. Elisabeth in Straubing","ror":"https://ror.org/02e560b93","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210114630"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Gilfrich","raw_affiliation_strings":["Department of Urology, St. Elisabeth Hospital Straubing, Straubing, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, St. Elisabeth Hospital Straubing, Straubing, Germany","institution_ids":["https://openalex.org/I4210114630"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038342977","display_name":"Maximilian Haas","orcid":"https://orcid.org/0000-0003-3132-0130"},"institutions":[{"id":"https://openalex.org/I4210157716","display_name":"Caritas-Krankenhaus St. Josef","ror":"https://ror.org/04w9ddv64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210157716"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maximilian Haas","raw_affiliation_strings":["Department of Urology, St. Josef Medical Center, Regensburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, St. Josef Medical Center, Regensburg, Germany","institution_ids":["https://openalex.org/I4210157716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121600498","display_name":"Julio Garzaro","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114630","display_name":"Barmherzige Br\u00fcder Klinikum St. Elisabeth in Straubing","ror":"https://ror.org/02e560b93","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210114630"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Julio Ruben Rodas Garzaro","raw_affiliation_strings":["Department of Urology, St. Elisabeth Hospital Straubing, Straubing, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, St. Elisabeth Hospital Straubing, Straubing, Germany","institution_ids":["https://openalex.org/I4210114630"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114404840","display_name":"Christoph Eckl","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157716","display_name":"Caritas-Krankenhaus St. Josef","ror":"https://ror.org/04w9ddv64","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210157716"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Eckl","raw_affiliation_strings":["Department of Urology, St. Josef Medical Center, Regensburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Urology, St. Josef Medical Center, Regensburg, Germany","institution_ids":["https://openalex.org/I4210157716"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071982890"],"corresponding_institution_ids":["https://openalex.org/I60668342"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"179","last_page":"186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.5841000080108643,"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":0.5841000080108643,"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/T10028","display_name":"Topic Modeling","score":0.2676999866962433,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.016899999231100082,"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/information-extraction","display_name":"Information extraction","score":0.65420001745224},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.574999988079071},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5315999984741211},{"id":"https://openalex.org/keywords/medical-literature","display_name":"Medical literature","score":0.4284999966621399},{"id":"https://openalex.org/keywords/medical-information","display_name":"Medical information","score":0.42419999837875366},{"id":"https://openalex.org/keywords/data-extraction","display_name":"Data extraction","score":0.40230000019073486},{"id":"https://openalex.org/keywords/unified-medical-language-system","display_name":"Unified Medical Language System","score":0.32910001277923584},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.31540000438690186}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8902000188827515},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.65420001745224},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6376000046730042},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.574999988079071},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5315999984741211},{"id":"https://openalex.org/C2779231881","wikidata":"https://www.wikidata.org/wiki/Q5977147","display_name":"Medical literature","level":2,"score":0.4284999966621399},{"id":"https://openalex.org/C3019150057","wikidata":"https://www.wikidata.org/wiki/Q92779279","display_name":"Medical information","level":2,"score":0.42419999837875366},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4115999937057495},{"id":"https://openalex.org/C2777466982","wikidata":"https://www.wikidata.org/wiki/Q5227287","display_name":"Data extraction","level":3,"score":0.40230000019073486},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39410001039505005},{"id":"https://openalex.org/C69505689","wikidata":"https://www.wikidata.org/wiki/Q455338","display_name":"Unified Medical Language System","level":2,"score":0.32910001277923584},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.31540000438690186},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.2883000075817108},{"id":"https://openalex.org/C153604712","wikidata":"https://www.wikidata.org/wiki/Q7310755","display_name":"Relationship extraction","level":3,"score":0.2824000120162964},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.2700999975204468},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.26460000872612},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.26159998774528503},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.25999999046325684},{"id":"https://openalex.org/C2777019752","wikidata":"https://www.wikidata.org/wiki/Q1509084","display_name":"Hospital information system","level":3,"score":0.25600001215934753},{"id":"https://openalex.org/C2781217009","wikidata":"https://www.wikidata.org/wiki/Q4086927","display_name":"Prostate biopsy","level":4,"score":0.2529999911785126},{"id":"https://openalex.org/C71472368","wikidata":"https://www.wikidata.org/wiki/Q676880","display_name":"Text mining","level":2,"score":0.2524000108242035},{"id":"https://openalex.org/C161156560","wikidata":"https://www.wikidata.org/wiki/Q1638872","display_name":"Document retrieval","level":2,"score":0.25029999017715454}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-21321-1_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-21321-1_26","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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":21,"referenced_works":["https://openalex.org/W4390684469","https://openalex.org/W4396685119","https://openalex.org/W4401220555","https://openalex.org/W4402060673","https://openalex.org/W4402842761","https://openalex.org/W4402860127","https://openalex.org/W4404206077","https://openalex.org/W4405107146","https://openalex.org/W4405442060","https://openalex.org/W4405927304","https://openalex.org/W4406759095","https://openalex.org/W4408748709","https://openalex.org/W4409166712","https://openalex.org/W4409166725","https://openalex.org/W4411120389","https://openalex.org/W4412377054","https://openalex.org/W4412377057","https://openalex.org/W4413033516","https://openalex.org/W4414087287","https://openalex.org/W4414130359","https://openalex.org/W7117694538"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-03-24T00:00:00"}
