{"id":"https://openalex.org/W4407929881","doi":"https://doi.org/10.5220/0013178400003911","title":"Identifying Inflammatory Bowel Disease-Associated Gene Ontology Groups Using Biological Knowledge-Based Machine Learning","display_name":"Identifying Inflammatory Bowel Disease-Associated Gene Ontology Groups Using Biological Knowledge-Based Machine Learning","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407929881","doi":"https://doi.org/10.5220/0013178400003911"},"language":"en","primary_location":{"id":"doi:10.5220/0013178400003911","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013178400003911","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 18th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0013178400003911","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026004921","display_name":"Nur \u015eebnem Ers\u00f6z","orcid":"https://orcid.org/0000-0003-3343-9936"},"institutions":[{"id":"https://openalex.org/I95293974","display_name":"Abdullah G\u00fcl University","ror":"https://ror.org/00zdyy359","country_code":"TR","type":"education","lineage":["https://openalex.org/I95293974"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Nur Ersoz","raw_affiliation_strings":["Department of Bioengineering, Graduate School of Engineering and Science, Abdullah Gul University, Kayseri, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, Graduate School of Engineering and Science, Abdullah Gul University, Kayseri, Turkey","institution_ids":["https://openalex.org/I95293974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046915342","display_name":"Burcu Bak\u0131r-G\u00fcng\u00f6r","orcid":"https://orcid.org/0000-0002-2272-6270"},"institutions":[{"id":"https://openalex.org/I95293974","display_name":"Abdullah G\u00fcl University","ror":"https://ror.org/00zdyy359","country_code":"TR","type":"education","lineage":["https://openalex.org/I95293974"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Burcu Bakir-Gungor","raw_affiliation_strings":["Department of Bioengineering, Faculty of Life and Natural Sciences, Abdullah Gul University, Kayseri, Turkey","Department of Computer Engineering, Faculty of Engineering, Abdullah Gul University, Kayseri, 38080, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, Faculty of Life and Natural Sciences, Abdullah Gul University, Kayseri, Turkey","institution_ids":["https://openalex.org/I95293974"]},{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, Abdullah Gul University, Kayseri, 38080, Turkey","institution_ids":["https://openalex.org/I95293974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091900270","display_name":"Malik Yousef","orcid":"https://orcid.org/0000-0001-8780-6303"},"institutions":[{"id":"https://openalex.org/I4210138950","display_name":"Zefat Academic College","ror":"https://ror.org/03syp5w68","country_code":"IL","type":"education","lineage":["https://openalex.org/I4210138950"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Malik Yousef","raw_affiliation_strings":["Department of Information Systems, Zefat Academic College, Zefat, Israel","Galilee Digital Health Research Center (GDH), Zefat Academic College, Zefat, Israel"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Zefat Academic College, Zefat, Israel","institution_ids":["https://openalex.org/I4210138950"]},{"raw_affiliation_string":"Galilee Digital Health Research Center (GDH), Zefat Academic College, Zefat, Israel","institution_ids":["https://openalex.org/I4210138950"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026004921"],"corresponding_institution_ids":["https://openalex.org/I95293974"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03843871,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"586","last_page":"593"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.989799976348877,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.989799976348877,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9394999742507935,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9192000031471252,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.6541699171066284},{"id":"https://openalex.org/keywords/gene-ontology","display_name":"Gene ontology","score":0.6501623392105103},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.617287814617157},{"id":"https://openalex.org/keywords/inflammatory-bowel-disease","display_name":"Inflammatory bowel disease","score":0.6090914607048035},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5673554539680481},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3815975785255432},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.34573060274124146},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.33934447169303894},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3330416977405548},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.33033323287963867},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3128874897956848},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.1644262969493866},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.14514413475990295},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.14168718457221985},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.07189369201660156}],"concepts":[{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.6541699171066284},{"id":"https://openalex.org/C2987395477","wikidata":"https://www.wikidata.org/wiki/Q135085","display_name":"Gene ontology","level":4,"score":0.6501623392105103},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.617287814617157},{"id":"https://openalex.org/C2778260677","wikidata":"https://www.wikidata.org/wiki/Q917447","display_name":"Inflammatory bowel disease","level":3,"score":0.6090914607048035},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5673554539680481},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3815975785255432},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.34573060274124146},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.33934447169303894},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3330416977405548},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.33033323287963867},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3128874897956848},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.1644262969493866},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.14514413475990295},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.14168718457221985},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.07189369201660156},{"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":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0013178400003911","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013178400003911","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 18th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0013178400003911","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013178400003911","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 18th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2003333417","https://openalex.org/W1493334061","https://openalex.org/W2378862226","https://openalex.org/W118236634","https://openalex.org/W3013357068","https://openalex.org/W2355326633","https://openalex.org/W2593335930","https://openalex.org/W2052999120","https://openalex.org/W2804669904","https://openalex.org/W2794019507"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}