{"id":"https://openalex.org/W4312967704","doi":"https://doi.org/10.1007/978-3-031-21175-1_6","title":"Study on\u00a0the\u00a0Complexity of\u00a0Omics Data: An Analysis for\u00a0Cancer Survival Prediction","display_name":"Study on\u00a0the\u00a0Complexity of\u00a0Omics Data: An Analysis for\u00a0Cancer Survival Prediction","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312967704","doi":"https://doi.org/10.1007/978-3-031-21175-1_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-21175-1_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-21175-1_6","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/A5007483529","display_name":"Carlos Daniel Andrade","orcid":"https://orcid.org/0000-0002-7760-9303"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Carlos Daniel Andrade","raw_affiliation_strings":["Institute of Informatics, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil","Institute of Informatics, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-7760-9303","affiliations":[{"raw_affiliation_string":"Institute of Informatics, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil","institution_ids":["https://openalex.org/I130442723"]},{"raw_affiliation_string":"Institute of Informatics, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046868924","display_name":"Thomas Fontanari","orcid":null},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]},{"id":"https://openalex.org/I4210097146","display_name":"Hospital de Cl\u00ednicas de Porto Alegre","ror":"https://ror.org/010we4y38","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210097146"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Thomas Fontanari","raw_affiliation_strings":["Bioinformatics Core, Hospital de Cl\u00ednicas de Porto Alegre, Porto Alegre, RS, Brazil","Institute of Informatics, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil","Bioinformatics Core, Hospital de Cl\u00ednicas de Porto Alegre, Porto Alegre, Brazil","Institute of Informatics, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-9054-9093","affiliations":[{"raw_affiliation_string":"Bioinformatics Core, Hospital de Cl\u00ednicas de Porto Alegre, Porto Alegre, RS, Brazil","institution_ids":["https://openalex.org/I4210097146"]},{"raw_affiliation_string":"Institute of Informatics, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil","institution_ids":["https://openalex.org/I130442723"]},{"raw_affiliation_string":"Bioinformatics Core, Hospital de Cl\u00ednicas de Porto Alegre, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I4210097146"]},{"raw_affiliation_string":"Institute of Informatics, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039060913","display_name":"Mariana Recamonde\u2010Mendoza","orcid":"https://orcid.org/0000-0003-2800-1032"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]},{"id":"https://openalex.org/I4210097146","display_name":"Hospital de Cl\u00ednicas de Porto Alegre","ror":"https://ror.org/010we4y38","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210097146"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Mariana Recamonde-Mendoza","raw_affiliation_strings":["Bioinformatics Core, Hospital de Cl\u00ednicas de Porto Alegre, Porto Alegre, RS, Brazil","Institute of Informatics, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil","Institute of Informatics, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil","Bioinformatics Core, Hospital de Cl\u00ednicas de Porto Alegre, Porto Alegre, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-2800-1032","affiliations":[{"raw_affiliation_string":"Bioinformatics Core, Hospital de Cl\u00ednicas de Porto Alegre, Porto Alegre, RS, Brazil","institution_ids":["https://openalex.org/I4210097146"]},{"raw_affiliation_string":"Institute of Informatics, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil","institution_ids":["https://openalex.org/I130442723"]},{"raw_affiliation_string":"Institute of Informatics, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723"]},{"raw_affiliation_string":"Bioinformatics Core, Hospital de Cl\u00ednicas de Porto Alegre, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I4210097146"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5039060913"],"corresponding_institution_ids":["https://openalex.org/I130442723","https://openalex.org/I4210097146"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.39047948,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"44","last_page":"55"},"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9970999956130981,"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/T11287","display_name":"Cancer Genomics and Diagnostics","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/omics","display_name":"Omics","score":0.8492989540100098},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6109606623649597},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.38184428215026855},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37824735045433044},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3704638183116913},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3648054003715515},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.22602781653404236}],"concepts":[{"id":"https://openalex.org/C157585117","wikidata":"https://www.wikidata.org/wiki/Q158666","display_name":"Omics","level":2,"score":0.8492989540100098},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6109606623649597},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.38184428215026855},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37824735045433044},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3704638183116913},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3648054003715515},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.22602781653404236}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-21175-1_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-21175-1_6","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1664734437","https://openalex.org/W2003984511","https://openalex.org/W2125877832","https://openalex.org/W2140695136","https://openalex.org/W2157995198","https://openalex.org/W2159296689","https://openalex.org/W2530217189","https://openalex.org/W2884724987","https://openalex.org/W2896309543","https://openalex.org/W2973136425","https://openalex.org/W2976952765","https://openalex.org/W3112652185","https://openalex.org/W3155158672","https://openalex.org/W3187466590","https://openalex.org/W3188230674"],"related_works":["https://openalex.org/W177137871","https://openalex.org/W4292302930","https://openalex.org/W4386960635","https://openalex.org/W2594649246","https://openalex.org/W2924366642","https://openalex.org/W3195112886","https://openalex.org/W4389089607","https://openalex.org/W3195480349","https://openalex.org/W2892201447","https://openalex.org/W2590543013"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}