{"id":"https://openalex.org/W1560465254","doi":"https://doi.org/10.1007/978-3-540-76931-6_33","title":"Identification of Marker Genes Discriminating the Pathological Stages in Ovarian Carcinoma by Using Support Vector Machine and Systems Biology","display_name":"Identification of Marker Genes Discriminating the Pathological Stages in Ovarian Carcinoma by Using Support Vector Machine and Systems Biology","publication_year":2007,"publication_date":"2007-11-05","ids":{"openalex":"https://openalex.org/W1560465254","doi":"https://doi.org/10.1007/978-3-540-76931-6_33","mag":"1560465254"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-76931-6_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-76931-6_33","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":"book-chapter","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/A5103213011","display_name":"Meng-Hsiun Tsai","orcid":"https://orcid.org/0009-0006-2076-1693"},"institutions":[{"id":"https://openalex.org/I162838928","display_name":"National Chung Hsing University","ror":"https://ror.org/05vn3ca78","country_code":"TW","type":"education","lineage":["https://openalex.org/I162838928"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Meng-Hsiun Tsai","raw_affiliation_strings":["Department of Management Information Systems, National Chung Hsing University, Taiwan, R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Management Information Systems, National Chung Hsing University, Taiwan, R.O.C","institution_ids":["https://openalex.org/I162838928"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110271509","display_name":"Jun\u2010Dong Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I162838928","display_name":"National Chung Hsing University","ror":"https://ror.org/05vn3ca78","country_code":"TW","type":"education","lineage":["https://openalex.org/I162838928"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jun-Dong Chang","raw_affiliation_strings":["Department of Computer Science and Engineering, National Chung Hsing University, Taiwan, R.O.C","Department of Computer Science and Engineering, National Chung-Hsing University, Taiwan, R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Chung Hsing University, Taiwan, R.O.C","institution_ids":["https://openalex.org/I162838928"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, National Chung-Hsing University, Taiwan, R.O.C","institution_ids":["https://openalex.org/I162838928"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009596496","display_name":"Sheng-Hsiung Chiu","orcid":"https://orcid.org/0000-0002-0998-3432"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sheng-Hsiung Chiu","raw_affiliation_strings":["Troilus Bio-technology Co. LTD., Taiwan, R.O.C","Troilus Bio-technology Co. LTD., Taiwan, R.O.C.#TAB#"],"affiliations":[{"raw_affiliation_string":"Troilus Bio-technology Co. LTD., Taiwan, R.O.C","institution_ids":[]},{"raw_affiliation_string":"Troilus Bio-technology Co. LTD., Taiwan, R.O.C.#TAB#","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101468503","display_name":"Ching-Hao Lai","orcid":"https://orcid.org/0000-0001-9488-1598"},"institutions":[{"id":"https://openalex.org/I162838928","display_name":"National Chung Hsing University","ror":"https://ror.org/05vn3ca78","country_code":"TW","type":"education","lineage":["https://openalex.org/I162838928"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ching-Hao Lai","raw_affiliation_strings":["Department of Computer Science and Engineering, National Chung Hsing University, Taiwan, R.O.C","Department of Computer Science and Engineering, National Chung-Hsing University, Taiwan, R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Chung Hsing University, Taiwan, R.O.C","institution_ids":["https://openalex.org/I162838928"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, National Chung-Hsing University, Taiwan, R.O.C","institution_ids":["https://openalex.org/I162838928"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103213011"],"corresponding_institution_ids":["https://openalex.org/I162838928"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.11892078,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"381","last_page":"389"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9993000030517578,"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/T10885","display_name":"Gene expression and cancer classification","score":0.9993000030517578,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9887999892234802,"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/T11970","display_name":"Molecular Biology Techniques and Applications","score":0.9847999811172485,"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/cluster-analysis","display_name":"Cluster analysis","score":0.6039338707923889},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5871325731277466},{"id":"https://openalex.org/keywords/pathological","display_name":"Pathological","score":0.5508789420127869},{"id":"https://openalex.org/keywords/ovarian-cancer","display_name":"Ovarian cancer","score":0.5300650000572205},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.48944607377052307},{"id":"https://openalex.org/keywords/analysis-of-variance","display_name":"Analysis of variance","score":0.44794347882270813},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.39455196261405945},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.3749466836452484},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.35177695751190186},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.24562323093414307},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.2450525462627411},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20383194088935852},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15741631388664246},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.14276447892189026},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.134918212890625}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6039338707923889},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5871325731277466},{"id":"https://openalex.org/C207886595","wikidata":"https://www.wikidata.org/wiki/Q1456138","display_name":"Pathological","level":2,"score":0.5508789420127869},{"id":"https://openalex.org/C2780427987","wikidata":"https://www.wikidata.org/wiki/Q172341","display_name":"Ovarian cancer","level":3,"score":0.5300650000572205},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.48944607377052307},{"id":"https://openalex.org/C99476002","wikidata":"https://www.wikidata.org/wiki/Q42297","display_name":"Analysis of variance","level":2,"score":0.44794347882270813},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.39455196261405945},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.3749466836452484},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.35177695751190186},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.24562323093414307},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.2450525462627411},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20383194088935852},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15741631388664246},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.14276447892189026},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.134918212890625}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-76931-6_33","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-76931-6_33","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":[{"score":0.7799999713897705,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W238668910","https://openalex.org/W1512378272","https://openalex.org/W1542673196","https://openalex.org/W1602939540","https://openalex.org/W1919144095","https://openalex.org/W1921838585","https://openalex.org/W1970156673","https://openalex.org/W1971152363","https://openalex.org/W1983918795","https://openalex.org/W1987572677","https://openalex.org/W1991172285","https://openalex.org/W1998643392","https://openalex.org/W2017082182","https://openalex.org/W2031975339","https://openalex.org/W2043754674","https://openalex.org/W2044573147","https://openalex.org/W2053796282","https://openalex.org/W2080823347","https://openalex.org/W2081709171","https://openalex.org/W2089557515","https://openalex.org/W2121535168","https://openalex.org/W2147246240","https://openalex.org/W2148603752","https://openalex.org/W2153635508","https://openalex.org/W2156909104","https://openalex.org/W2421022782","https://openalex.org/W2797532987"],"related_works":["https://openalex.org/W2365243064","https://openalex.org/W2090763504","https://openalex.org/W2386699790","https://openalex.org/W148178222","https://openalex.org/W2063918854","https://openalex.org/W4298130764","https://openalex.org/W2104657898","https://openalex.org/W2373252393","https://openalex.org/W1948992892","https://openalex.org/W2352462806"],"abstract_inverted_index":null,"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
