{"id":"https://openalex.org/W4402810075","doi":"https://doi.org/10.3233/ssw240012","title":"Semantically Describing Predictive Models for Interpretable Insights into Lung Cancer Relapse","display_name":"Semantically Describing Predictive Models for Interpretable Insights into Lung Cancer Relapse","publication_year":2024,"publication_date":"2024-09-11","ids":{"openalex":"https://openalex.org/W4402810075","doi":"https://doi.org/10.3233/ssw240012"},"language":"en","primary_location":{"id":"doi:10.3233/ssw240012","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/ssw240012","pdf_url":null,"source":{"id":"https://openalex.org/S4210172742","display_name":"Studies on the semantic web","issn_l":"2215-0870","issn":["2215-0870"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies on the Semantic Web","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://dx.doi.org/10.3233/ssw240012","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093103058","display_name":"Yashrajsinh Chudasama","orcid":"https://orcid.org/0000-0003-3422-366X"},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]},{"id":"https://openalex.org/I2802635041","display_name":"Technische Informationsbibliothek (TIB)","ror":"https://ror.org/04aj4c181","country_code":"DE","type":"archive","lineage":["https://openalex.org/I2802635041","https://openalex.org/I315704651"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Yashrajsinh Chudasama","raw_affiliation_strings":["Leibniz University Hannover, Germany","TIB-Leibniz Information Centre for Science and Technology, Hannover, Germany"],"affiliations":[{"raw_affiliation_string":"Leibniz University Hannover, Germany","institution_ids":["https://openalex.org/I114112103"]},{"raw_affiliation_string":"TIB-Leibniz Information Centre for Science and Technology, Hannover, Germany","institution_ids":["https://openalex.org/I2802635041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087147163","display_name":"Disha Purohit","orcid":"https://orcid.org/0000-0002-1442-335X"},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]},{"id":"https://openalex.org/I2802635041","display_name":"Technische Informationsbibliothek (TIB)","ror":"https://ror.org/04aj4c181","country_code":"DE","type":"archive","lineage":["https://openalex.org/I2802635041","https://openalex.org/I315704651"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Disha Purohit","raw_affiliation_strings":["Leibniz University Hannover, Germany","TIB-Leibniz Information Centre for Science and Technology, Hannover, Germany"],"affiliations":[{"raw_affiliation_string":"Leibniz University Hannover, Germany","institution_ids":["https://openalex.org/I114112103"]},{"raw_affiliation_string":"TIB-Leibniz Information Centre for Science and Technology, Hannover, Germany","institution_ids":["https://openalex.org/I2802635041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087580567","display_name":"Philipp D. Rohde","orcid":"https://orcid.org/0000-0002-9835-4354"},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]},{"id":"https://openalex.org/I2802635041","display_name":"Technische Informationsbibliothek (TIB)","ror":"https://ror.org/04aj4c181","country_code":"DE","type":"archive","lineage":["https://openalex.org/I2802635041","https://openalex.org/I315704651"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Philipp D. Rohde","raw_affiliation_strings":["Leibniz University Hannover, Germany","TIB-Leibniz Information Centre for Science and Technology, Hannover, Germany"],"affiliations":[{"raw_affiliation_string":"Leibniz University Hannover, Germany","institution_ids":["https://openalex.org/I114112103"]},{"raw_affiliation_string":"TIB-Leibniz Information Centre for Science and Technology, Hannover, Germany","institution_ids":["https://openalex.org/I2802635041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027451981","display_name":"Enrique Iglesias","orcid":"https://orcid.org/0000-0002-8734-3123"},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]},{"id":"https://openalex.org/I4210136150","display_name":"L3S Research Center","ror":"https://ror.org/039t4wk02","country_code":"DE","type":"facility","lineage":["https://openalex.org/I114112103","https://openalex.org/I4210136150","https://openalex.org/I94509681"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Enrique Iglesias","raw_affiliation_strings":["L3S Research Center, Hannover, Germany","Leibniz University Hannover, Germany"],"affiliations":[{"raw_affiliation_string":"L3S Research Center, Hannover, Germany","institution_ids":["https://openalex.org/I4210136150"]},{"raw_affiliation_string":"Leibniz University Hannover, Germany","institution_ids":["https://openalex.org/I114112103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008927068","display_name":"Mar\u00eda Torrente","orcid":"https://orcid.org/0000-0001-8791-7660"},"institutions":[{"id":"https://openalex.org/I4210105637","display_name":"Hospital Universitario Puerta de Hierro Majadahonda","ror":"https://ror.org/01e57nb43","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210105637","https://openalex.org/I4210139293"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Maria Torrente","raw_affiliation_strings":["Hospital Universitario Puerta de Hierro-Majadahonda, Spain"],"affiliations":[{"raw_affiliation_string":"Hospital Universitario Puerta de Hierro-Majadahonda, Spain","institution_ids":["https://openalex.org/I4210105637"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055433807","display_name":"Mar\u00eda-Esther Vidal","orcid":"https://orcid.org/0000-0003-1160-8727"},"institutions":[{"id":"https://openalex.org/I114112103","display_name":"Leibniz University Hannover","ror":"https://ror.org/0304hq317","country_code":"DE","type":"education","lineage":["https://openalex.org/I114112103"]},{"id":"https://openalex.org/I2802635041","display_name":"Technische Informationsbibliothek (TIB)","ror":"https://ror.org/04aj4c181","country_code":"DE","type":"archive","lineage":["https://openalex.org/I2802635041","https://openalex.org/I315704651"]},{"id":"https://openalex.org/I4210136150","display_name":"L3S Research Center","ror":"https://ror.org/039t4wk02","country_code":"DE","type":"facility","lineage":["https://openalex.org/I114112103","https://openalex.org/I4210136150","https://openalex.org/I94509681"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maria-Esther Vidal","raw_affiliation_strings":["L3S Research Center, Hannover, Germany","Leibniz University Hannover, Germany","TIB-Leibniz Information Centre for Science and Technology, Hannover, Germany"],"affiliations":[{"raw_affiliation_string":"L3S Research Center, Hannover, Germany","institution_ids":["https://openalex.org/I4210136150"]},{"raw_affiliation_string":"Leibniz University Hannover, Germany","institution_ids":["https://openalex.org/I114112103"]},{"raw_affiliation_string":"TIB-Leibniz Information Centre for Science and Technology, Hannover, Germany","institution_ids":["https://openalex.org/I2802635041"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5093103058"],"corresponding_institution_ids":["https://openalex.org/I114112103","https://openalex.org/I2802635041"],"apc_list":null,"apc_paid":null,"fwci":1.4899,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82282502,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"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":0.9151999950408936,"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":0.9151999950408936,"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":0.9128999710083008,"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/lung-cancer","display_name":"Lung cancer","score":0.5043293237686157},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.42707958817481995},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.403478741645813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3644048571586609},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3605385422706604},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3168228268623352},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.2776416540145874},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.18792909383773804}],"concepts":[{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.5043293237686157},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.42707958817481995},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.403478741645813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3644048571586609},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3605385422706604},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3168228268623352},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.2776416540145874},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.18792909383773804}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ssw240012","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/ssw240012","pdf_url":null,"source":{"id":"https://openalex.org/S4210172742","display_name":"Studies on the semantic web","issn_l":"2215-0870","issn":["2215-0870"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies on the Semantic Web","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/ssw240012","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3233/ssw240012","pdf_url":null,"source":{"id":"https://openalex.org/S4210172742","display_name":"Studies on the semantic web","issn_l":"2215-0870","issn":["2215-0870"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies on the Semantic Web","raw_type":"book-chapter"},"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/W4391375266","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":{"Machine":[0],"learning":[1],"(ML)":[2],"is":[3,143],"becoming":[4],"increasingly":[5],"important":[6],"in":[7,93,152],"healthcare":[8,156],"decision-making,":[9],"requiring":[10],"highly":[11],"interpretable":[12,101],"insights":[13,45,70],"from":[14],"predictive":[15,43],"models.":[16],"Although":[17],"integrating":[18],"ML":[19,111,154],"models":[20,102],"with":[21,59,87],"knowledge":[22],"graphs":[23],"(KGs)":[24],"holds":[25],"promise,":[26],"conveying":[27],"model":[28,44,88,112],"outcomes":[29],"to":[30,46,96],"domain":[31,67],"experts":[32,68],"remains":[33],"challenging,":[34],"hindering":[35],"usability":[36],"despite":[37],"accuracy.":[38],"We":[39],"propose":[40],"semantically":[41,91],"describing":[42],"overcome":[47],"communication":[48],"barriers.":[49],"Our":[50,107],"pipeline":[51],"predicts":[52],"lung":[53,77],"cancer":[54,78],"relapse":[55,140],"likelihood,":[56],"providing":[57],"oncologists":[58],"patient-centric":[60],"explanations":[61],"based":[62],"on":[63,146],"input":[64],"characteristics.":[65],"Consequently,":[66],"gain":[69],"into":[71,114],"both":[72],"the":[73,118],"characteristics":[74],"of":[75,120,123],"classified":[76],"patients":[79],"and":[80,105,116,128,150],"their":[81],"relevant":[82],"population.":[83],"These":[84],"insights,":[85],"along":[86],"decisions,":[89],"are":[90,136],"described":[92],"natural":[94],"language":[95],"enhance":[97],"understanding,":[98],"particularly":[99],"for":[100,138,155],"like":[103],"LIME":[104],"SHAP.":[106],"approach,":[108],"SemDesLC,":[109],"documents":[110],"pipelines":[113],"KGs,":[115],"fulfills":[117],"needs":[119],"three":[121],"types":[122],"users:":[124],"KG":[125],"builders,":[126],"analysts,":[127],"consumers.":[129],"Experts\u2019":[130],"opinions":[131],"indicate":[132],"that":[133],"semantic":[134],"descriptions":[135],"effective":[137],"elucidating":[139],"determinants.":[141],"SemDesLC":[142],"openly":[144],"accessible":[145],"GitHub,":[147],"promoting":[148],"transparency":[149],"collaboration":[151],"leveraging":[153],"decision":[157],"support.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
