{"id":"https://openalex.org/W4281755902","doi":"https://doi.org/10.1007/s11548-022-02675-3","title":"Clinical decision support models for oropharyngeal cancer treatment: design and evaluation of a multi-stage knowledge abstraction and formalization process","display_name":"Clinical decision support models for oropharyngeal cancer treatment: design and evaluation of a multi-stage knowledge abstraction and formalization process","publication_year":2022,"publication_date":"2022-06-03","ids":{"openalex":"https://openalex.org/W4281755902","doi":"https://doi.org/10.1007/s11548-022-02675-3","pmid":"https://pubmed.ncbi.nlm.nih.gov/35657475"},"language":"en","primary_location":{"id":"doi:10.1007/s11548-022-02675-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-022-02675-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-022-02675-3.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11548-022-02675-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024918739","display_name":"Jan Gaebel","orcid":"https://orcid.org/0000-0001-5343-138X"},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jan Gaebel","raw_affiliation_strings":["Faculty of Medicine, Innovation Center Computer Assisted Surgery (ICCAS), University of Leipzig, Semmelweisstra\u00dfe 14, 04103, Leipzig, Germany. jan.gaebel@medizin.uni-leipzig.de","Faculty of Medicine, Innovation Center Computer Assisted Surgery (ICCAS), University of Leipzig, Semmelweisstra\u00dfe 14, 04103, Leipzig, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Innovation Center Computer Assisted Surgery (ICCAS), University of Leipzig, Semmelweisstra\u00dfe 14, 04103, Leipzig, Germany. jan.gaebel@medizin.uni-leipzig.de","institution_ids":["https://openalex.org/I926574661"]},{"raw_affiliation_string":"Faculty of Medicine, Innovation Center Computer Assisted Surgery (ICCAS), University of Leipzig, Semmelweisstra\u00dfe 14, 04103, Leipzig, Germany","institution_ids":["https://openalex.org/I926574661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001720876","display_name":"S Mehlhorn","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125843","display_name":"University Hospital Leipzig","ror":"https://ror.org/028hv5492","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210125843"]},{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefanie Mehlhorn","raw_affiliation_strings":["Department of Otolaryngology, Head and Neck Surgery, University Hospital Leipzig, Leipzig, Germany","Faculty of Medicine, Innovation Center Computer Assisted Surgery (ICCAS), University of Leipzig, Semmelweisstra\u00dfe 14, 04103, Leipzig, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Otolaryngology, Head and Neck Surgery, University Hospital Leipzig, Leipzig, Germany","institution_ids":["https://openalex.org/I4210125843"]},{"raw_affiliation_string":"Faculty of Medicine, Innovation Center Computer Assisted Surgery (ICCAS), University of Leipzig, Semmelweisstra\u00dfe 14, 04103, Leipzig, Germany","institution_ids":["https://openalex.org/I926574661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076465763","display_name":"Alexander Oeser","orcid":"https://orcid.org/0000-0003-3767-6437"},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Oeser","raw_affiliation_strings":["Faculty of Medicine, Innovation Center Computer Assisted Surgery (ICCAS), University of Leipzig, Semmelweisstra\u00dfe 14, 04103, Leipzig, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Innovation Center Computer Assisted Surgery (ICCAS), University of Leipzig, Semmelweisstra\u00dfe 14, 04103, Leipzig, Germany","institution_ids":["https://openalex.org/I926574661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103263275","display_name":"Andreas Dietz","orcid":"https://orcid.org/0000-0001-8254-1676"},"institutions":[{"id":"https://openalex.org/I4210125843","display_name":"University Hospital Leipzig","ror":"https://ror.org/028hv5492","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210125843"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Dietz","raw_affiliation_strings":["Department of Otolaryngology, Head and Neck Surgery, University Hospital Leipzig, Leipzig, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Otolaryngology, Head and Neck Surgery, University Hospital Leipzig, Leipzig, Germany","institution_ids":["https://openalex.org/I4210125843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084442194","display_name":"Thomas Neumuth","orcid":"https://orcid.org/0000-0001-6999-5024"},"institutions":[{"id":"https://openalex.org/I926574661","display_name":"Leipzig University","ror":"https://ror.org/03s7gtk40","country_code":"DE","type":"education","lineage":["https://openalex.org/I926574661"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Neumuth","raw_affiliation_strings":["Faculty of Medicine, Innovation Center Computer Assisted Surgery (ICCAS), University of Leipzig, Semmelweisstra\u00dfe 14, 04103, Leipzig, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Innovation Center Computer Assisted Surgery (ICCAS), University of Leipzig, Semmelweisstra\u00dfe 14, 04103, Leipzig, Germany","institution_ids":["https://openalex.org/I926574661"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031007856","display_name":"Matthaeus Stoehr","orcid":"https://orcid.org/0000-0003-4219-4459"},"institutions":[{"id":"https://openalex.org/I4210125843","display_name":"University Hospital Leipzig","ror":"https://ror.org/028hv5492","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210125843"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthaeus Stoehr","raw_affiliation_strings":["Department of Otolaryngology, Head and Neck Surgery, University Hospital Leipzig, Leipzig, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Otolaryngology, Head and Neck Surgery, University Hospital Leipzig, Leipzig, Germany","institution_ids":["https://openalex.org/I4210125843"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5024918739"],"corresponding_institution_ids":["https://openalex.org/I926574661"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":{"value":3390,"currency":"EUR","value_usd":4390},"fwci":0.2776,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.61595974,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"17","issue":"9","first_page":"1643","last_page":"1650"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.998199999332428,"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":0.998199999332428,"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":0.9948999881744385,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9908999800682068,"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":0.7607938647270203},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5709128975868225},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.4959793984889984},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4946574866771698},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.4218648672103882},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.41896340250968933},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.41464143991470337},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.40657225251197815},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3714723587036133}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7607938647270203},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5709128975868225},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.4959793984889984},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4946574866771698},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.4218648672103882},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.41896340250968933},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.41464143991470337},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.40657225251197815},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3714723587036133},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009959","descriptor_name":"Oropharyngeal Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D009959","descriptor_name":"Oropharyngeal Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D009959","descriptor_name":"Oropharyngeal Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D009959","descriptor_name":"Oropharyngeal Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D009959","descriptor_name":"Oropharyngeal Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D009959","descriptor_name":"Oropharyngeal Neoplasms","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1007/s11548-022-02675-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-022-02675-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-022-02675-3.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},{"id":"pmid:35657475","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35657475","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":"International journal of computer assisted radiology and surgery","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9463318","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9463318","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Int J Comput Assist Radiol Surg","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s11548-022-02675-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-022-02675-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-022-02675-3.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G352791218","display_name":null,"funder_award_id":"(BMBF)","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G6563872354","display_name":null,"funder_award_id":"03Z1LN11","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320325298","display_name":"Universit\u00e4t Leipzig","ror":"https://ror.org/03s7gtk40"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281755902.pdf","grobid_xml":"https://content.openalex.org/works/W4281755902.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1817561967","https://openalex.org/W1968181674","https://openalex.org/W1991949008","https://openalex.org/W2019991655","https://openalex.org/W2025578423","https://openalex.org/W2051904863","https://openalex.org/W2075881073","https://openalex.org/W2090298730","https://openalex.org/W2105085055","https://openalex.org/W2106952837","https://openalex.org/W2110664940","https://openalex.org/W2111175405","https://openalex.org/W2127605299","https://openalex.org/W2155484534","https://openalex.org/W2167435760","https://openalex.org/W2278220001","https://openalex.org/W2289004713","https://openalex.org/W2415803114","https://openalex.org/W2532233729","https://openalex.org/W2560486644","https://openalex.org/W2587913344","https://openalex.org/W2794812117","https://openalex.org/W2888605635","https://openalex.org/W2889113423","https://openalex.org/W3005184049","https://openalex.org/W3041891326","https://openalex.org/W4233739697"],"related_works":["https://openalex.org/W4385957992","https://openalex.org/W4284672748","https://openalex.org/W4318980254","https://openalex.org/W3025970878","https://openalex.org/W4366149068","https://openalex.org/W228695004","https://openalex.org/W2903175104","https://openalex.org/W2501527824","https://openalex.org/W2916195304","https://openalex.org/W2019350094"],"abstract_inverted_index":{"Combining":[0],"different":[1],"methodological":[2],"approaches":[3],"requires":[4],"balancing":[5],"the":[6,9,14,20,39],"complexity":[7],"of":[8,16,32],"clinical":[10,48],"subject":[11],"matter":[12],"with":[13],"amount":[15],"information":[17],"available":[18],"in":[19],"dataset":[21],"for":[22],"ML":[23],"application.":[24],"Our":[25],"method":[26],"showed":[27],"promising":[28],"results":[29],"because":[30],"flaws":[31],"one":[33],"approach":[34],"can":[35],"be":[36,52],"overcome":[37],"by":[38],"other":[40],"approach.":[41],"However,":[42],"technical":[43],"integrability":[44],"as":[45,47],"well":[46],"acceptance":[49],"must":[50],"always":[51],"ensured.":[53]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
