{"id":"https://openalex.org/W2886164000","doi":"https://doi.org/10.1007/978-3-319-98702-6_19","title":"A Review on Metabolomics Data Analysis for Cancer Applications","display_name":"A Review on Metabolomics Data Analysis for Cancer Applications","publication_year":2018,"publication_date":"2018-08-16","ids":{"openalex":"https://openalex.org/W2886164000","doi":"https://doi.org/10.1007/978-3-319-98702-6_19","mag":"2886164000"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-98702-6_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-98702-6_19","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"review","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/A5067550641","display_name":"Sara Cardoso","orcid":"https://orcid.org/0000-0003-0698-2212"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Sara Cardoso","raw_affiliation_strings":["CEB - Centre Biological Engineering, University of Minho, Campus of Gualtar, Braga, Portugal"],"affiliations":[{"raw_affiliation_string":"CEB - Centre Biological Engineering, University of Minho, Campus of Gualtar, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012833188","display_name":"Delora Baptista","orcid":"https://orcid.org/0000-0002-9258-5303"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Delora Baptista","raw_affiliation_strings":["CEB - Centre Biological Engineering, University of Minho, Campus of Gualtar, Braga, Portugal"],"affiliations":[{"raw_affiliation_string":"CEB - Centre Biological Engineering, University of Minho, Campus of Gualtar, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111720156","display_name":"Rebeca Santos","orcid":"https://orcid.org/0009-0009-0582-2576"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rebeca Santos","raw_affiliation_strings":["CEB - Centre Biological Engineering, University of Minho, Campus of Gualtar, Braga, Portugal"],"affiliations":[{"raw_affiliation_string":"CEB - Centre Biological Engineering, University of Minho, Campus of Gualtar, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040524717","display_name":"Miguel Rocha","orcid":"https://orcid.org/0000-0001-8439-8172"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Miguel Rocha","raw_affiliation_strings":["CEB - Centre Biological Engineering, University of Minho, Campus of Gualtar, Braga, Portugal","Department de Inform\u00e1tica, Universidade do Minho, Braga, Portugal"],"affiliations":[{"raw_affiliation_string":"CEB - Centre Biological Engineering, University of Minho, Campus of Gualtar, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]},{"raw_affiliation_string":"Department de Inform\u00e1tica, Universidade do Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5067550641"],"corresponding_institution_ids":["https://openalex.org/I99682543"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.09776443,"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":"157","last_page":"165"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9998999834060669,"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/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9998999834060669,"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":0.9688000082969666,"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/T10519","display_name":"Advanced Proteomics Techniques and Applications","score":0.9635000228881836,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/metabolomics","display_name":"Metabolomics","score":0.8429238796234131},{"id":"https://openalex.org/keywords/univariate","display_name":"Univariate","score":0.6014682650566101},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4992384910583496},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48351529240608215},{"id":"https://openalex.org/keywords/multivariate-analysis","display_name":"Multivariate analysis","score":0.4522344768047333},{"id":"https://openalex.org/keywords/carcinogenesis","display_name":"Carcinogenesis","score":0.44137272238731384},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.4336668848991394},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.411817342042923},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.3753902316093445},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.3555218577384949},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34804072976112366},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3397294282913208},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2075749635696411},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16403359174728394},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.09225291013717651}],"concepts":[{"id":"https://openalex.org/C21565614","wikidata":"https://www.wikidata.org/wiki/Q12149006","display_name":"Metabolomics","level":2,"score":0.8429238796234131},{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.6014682650566101},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4992384910583496},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48351529240608215},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.4522344768047333},{"id":"https://openalex.org/C555283112","wikidata":"https://www.wikidata.org/wiki/Q1637543","display_name":"Carcinogenesis","level":3,"score":0.44137272238731384},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4336668848991394},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.411817342042923},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.3753902316093445},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.3555218577384949},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34804072976112366},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3397294282913208},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2075749635696411},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16403359174728394},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.09225291013717651}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-98702-6_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-98702-6_19","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/56378","is_oa":false,"landing_page_url":"http://hdl.handle.net/1822/56378","pdf_url":null,"source":{"id":"https://openalex.org/S4306400354","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W640136745","https://openalex.org/W1752732133","https://openalex.org/W1921815079","https://openalex.org/W1971033050","https://openalex.org/W1977019840","https://openalex.org/W1984359045","https://openalex.org/W1997921369","https://openalex.org/W2069928158","https://openalex.org/W2072451938","https://openalex.org/W2073707152","https://openalex.org/W2106284801","https://openalex.org/W2108488321","https://openalex.org/W2113315423","https://openalex.org/W2119821739","https://openalex.org/W2127218421","https://openalex.org/W2128728535","https://openalex.org/W2133090606","https://openalex.org/W2134314555","https://openalex.org/W2137140571","https://openalex.org/W2142826191","https://openalex.org/W2145060730","https://openalex.org/W2147837266","https://openalex.org/W2149423573","https://openalex.org/W2164334572","https://openalex.org/W2164583936","https://openalex.org/W2193923663","https://openalex.org/W2234115940","https://openalex.org/W2266905719","https://openalex.org/W2288314262","https://openalex.org/W2290321919","https://openalex.org/W2298386447","https://openalex.org/W2299064615","https://openalex.org/W2397071310","https://openalex.org/W2400568329","https://openalex.org/W2411747436","https://openalex.org/W2473082496","https://openalex.org/W2508933068","https://openalex.org/W2521931702","https://openalex.org/W2546520016","https://openalex.org/W2555456453","https://openalex.org/W2570332944","https://openalex.org/W2587054260","https://openalex.org/W2593338845","https://openalex.org/W2604038354","https://openalex.org/W2617794007","https://openalex.org/W2669773981","https://openalex.org/W2769276186","https://openalex.org/W2770831703","https://openalex.org/W2911964244","https://openalex.org/W3021363888"],"related_works":["https://openalex.org/W2122079181","https://openalex.org/W40745829","https://openalex.org/W2036849593","https://openalex.org/W4206155924","https://openalex.org/W4283593604","https://openalex.org/W1985848810","https://openalex.org/W1828158523","https://openalex.org/W2912390640","https://openalex.org/W4240935801","https://openalex.org/W2017180258"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}