{"id":"https://openalex.org/W2135026494","doi":"https://doi.org/10.1186/1748-7188-3-9","title":"Metabolite-based clustering and visualization of mass spectrometry data using one-dimensional self-organizing maps","display_name":"Metabolite-based clustering and visualization of mass spectrometry data using one-dimensional self-organizing maps","publication_year":2008,"publication_date":"2008-06-26","ids":{"openalex":"https://openalex.org/W2135026494","doi":"https://doi.org/10.1186/1748-7188-3-9","mag":"2135026494","pmid":"https://pubmed.ncbi.nlm.nih.gov/18582365"},"language":"en","primary_location":{"id":"doi:10.1186/1748-7188-3-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1748-7188-3-9","pdf_url":"https://almob.biomedcentral.com/counter/pdf/10.1186/1748-7188-3-9","source":{"id":"https://openalex.org/S205663195","display_name":"Algorithms for Molecular Biology","issn_l":"1748-7188","issn":["1748-7188"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms for Molecular Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://almob.biomedcentral.com/counter/pdf/10.1186/1748-7188-3-9","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030195753","display_name":"Peter Meinicke","orcid":"https://orcid.org/0009-0002-2228-3403"},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Peter Meinicke","raw_affiliation_strings":["Department of Bioinformatics, Institute of Microbiology and Genetics, University of G\u00f6ttingen, G\u00f6ttingen, Germany. pmeinic@gwdg.de","Department of Bioinformatics, Institute of Microbiology and Genetics, University of G\u00f6ttingen, G\u00f6ttingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioinformatics, Institute of Microbiology and Genetics, University of G\u00f6ttingen, G\u00f6ttingen, Germany. pmeinic@gwdg.de","institution_ids":["https://openalex.org/I74656192"]},{"raw_affiliation_string":"Department of Bioinformatics, Institute of Microbiology and Genetics, University of G\u00f6ttingen, G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I74656192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076561076","display_name":"Thomas Lingner","orcid":null},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Lingner","raw_affiliation_strings":["Department of Bioinformatics, Institute of Microbiology and Genetics, University of G\u00f6ttingen, G\u00f6ttingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioinformatics, Institute of Microbiology and Genetics, University of G\u00f6ttingen, G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I74656192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068087087","display_name":"Alexander Kaever","orcid":null},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Kaever","raw_affiliation_strings":["Department of Bioinformatics, Institute of Microbiology and Genetics, University of G\u00f6ttingen, G\u00f6ttingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioinformatics, Institute of Microbiology and Genetics, University of G\u00f6ttingen, G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I74656192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053131255","display_name":"Kirstin Feussner","orcid":"https://orcid.org/0000-0003-1634-8258"},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kirstin Feussner","raw_affiliation_strings":["Department of Developmental Biochemistry, Institute for Biochemistry and Molecular Cell Biology, University of G\u00f6ttingen, G\u00f6ttingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Developmental Biochemistry, Institute for Biochemistry and Molecular Cell Biology, University of G\u00f6ttingen, G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I74656192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111811924","display_name":"Cornelia G\u00f6bel","orcid":null},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Cornelia G\u00f6bel","raw_affiliation_strings":["Department for Plant Biochemistry, Albrecht-von-Haller-Institute for Plant Sciences, University of G\u00f6ttingen, G\u00f6ttingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department for Plant Biochemistry, Albrecht-von-Haller-Institute for Plant Sciences, University of G\u00f6ttingen, G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I74656192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014546503","display_name":"Ivo Feu\u00dfner","orcid":"https://orcid.org/0000-0002-9888-7003"},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ivo Feussner","raw_affiliation_strings":["Department for Plant Biochemistry, Albrecht-von-Haller-Institute for Plant Sciences, University of G\u00f6ttingen, G\u00f6ttingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department for Plant Biochemistry, Albrecht-von-Haller-Institute for Plant Sciences, University of G\u00f6ttingen, G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I74656192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056369912","display_name":"Petr Karlovsk\u00fd","orcid":"https://orcid.org/0000-0002-6532-5856"},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Petr Karlovsky","raw_affiliation_strings":["Molecular Phytopathology and Mycotoxin Research Unit, University of G\u00f6ttingen, G\u00f6ttingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Molecular Phytopathology and Mycotoxin Research Unit, University of G\u00f6ttingen, G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I74656192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024220352","display_name":"Burkhard Morgenstern","orcid":"https://orcid.org/0000-0002-7431-2862"},"institutions":[{"id":"https://openalex.org/I74656192","display_name":"University of G\u00f6ttingen","ror":"https://ror.org/01y9bpm73","country_code":"DE","type":"education","lineage":["https://openalex.org/I74656192"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Burkhard Morgenstern","raw_affiliation_strings":["Department of Bioinformatics, Institute of Microbiology and Genetics, University of G\u00f6ttingen, G\u00f6ttingen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioinformatics, Institute of Microbiology and Genetics, University of G\u00f6ttingen, G\u00f6ttingen, Germany","institution_ids":["https://openalex.org/I74656192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5030195753"],"corresponding_institution_ids":["https://openalex.org/I74656192"],"apc_list":{"value":2290,"currency":"USD","value_usd":2290},"apc_paid":{"value":2290,"currency":"USD","value_usd":2290},"fwci":1.2997,"has_fulltext":true,"cited_by_count":57,"citation_normalized_percentile":{"value":0.79361077,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"3","issue":"1","first_page":"9","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.8500000238418579,"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":0.8500000238418579,"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/T10683","display_name":"Mass Spectrometry Techniques and Applications","score":0.01590000092983246,"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"}},{"id":"https://openalex.org/T10932","display_name":"Microbial Metabolic Engineering and Bioproduction","score":0.012299999594688416,"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":0.8248627781867981},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7964118719100952},{"id":"https://openalex.org/keywords/metabolite","display_name":"Metabolite","score":0.6696138381958008},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6633521318435669},{"id":"https://openalex.org/keywords/metabolomics","display_name":"Metabolomics","score":0.6230306625366211},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5894675850868225},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5766053199768066},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5331296920776367},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.5107131004333496},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.44434884190559387},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3961712718009949},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38133591413497925},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.33553391695022583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2568933665752411},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.18933600187301636}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8248627781867981},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7964118719100952},{"id":"https://openalex.org/C2777477808","wikidata":"https://www.wikidata.org/wiki/Q407595","display_name":"Metabolite","level":2,"score":0.6696138381958008},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6633521318435669},{"id":"https://openalex.org/C21565614","wikidata":"https://www.wikidata.org/wiki/Q12149006","display_name":"Metabolomics","level":2,"score":0.6230306625366211},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5894675850868225},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5766053199768066},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5331296920776367},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.5107131004333496},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.44434884190559387},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3961712718009949},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38133591413497925},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.33553391695022583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2568933665752411},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.18933600187301636},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1186/1748-7188-3-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1748-7188-3-9","pdf_url":"https://almob.biomedcentral.com/counter/pdf/10.1186/1748-7188-3-9","source":{"id":"https://openalex.org/S205663195","display_name":"Algorithms for Molecular Biology","issn_l":"1748-7188","issn":["1748-7188"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms for Molecular Biology","raw_type":"journal-article"},{"id":"pmid:18582365","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/18582365","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms for molecular biology : AMB","raw_type":null},{"id":"pmh:oai:doaj.org/article:30bf1c37efd34eb3ba2d89615a6c7d1f","is_oa":false,"landing_page_url":"https://doaj.org/article/30bf1c37efd34eb3ba2d89615a6c7d1f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms for Molecular Biology, Vol 3, Iss 1, p 9 (2008)","raw_type":"article"},{"id":"pmh:oai:goescholar:1/7693","is_oa":true,"landing_page_url":"http://resolver.sub.uni-goettingen.de/purl?gs-1/7693","pdf_url":null,"source":{"id":"https://openalex.org/S4306401634","display_name":"GoeScholar  The Publication Server of the Georg-August-Universit\u00e4t G\u00f6ttingen (Georg-August-Universit\u00e4t G\u00f6ttingen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210122495","host_organization_name":"Asklepios Klinik St. Georg","host_organization_lineage":["https://openalex.org/I4210122495"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journalArticle"},{"id":"pmh:oai:publications.goettingen-research-online.de:2/53999","is_oa":true,"landing_page_url":"https://resolver.sub.uni-goettingen.de/purl?gro-2/53999","pdf_url":null,"source":{"id":"https://openalex.org/S4306401634","display_name":"GoeScholar  The Publication Server of the Georg-August-Universit\u00e4t G\u00f6ttingen (Georg-August-Universit\u00e4t G\u00f6ttingen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210122495","host_organization_name":"Asklepios Klinik St. Georg","host_organization_lineage":["https://openalex.org/I4210122495"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal_article"},{"id":"pmh:oai:pubmedcentral.nih.gov:2464586","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2464586","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms Mol Biol","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/1748-7188-3-9","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1748-7188-3-9","pdf_url":"https://almob.biomedcentral.com/counter/pdf/10.1186/1748-7188-3-9","source":{"id":"https://openalex.org/S205663195","display_name":"Algorithms for Molecular Biology","issn_l":"1748-7188","issn":["1748-7188"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms for Molecular Biology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3975588453","display_name":null,"funder_award_id":"FOR-546","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4460594324","display_name":"Verbundprojekt D-Grid_MediGRID: MediGRID - Ressourcenfusion f\u00fcr die Forschung in Medizin und Lebenswissenschaften - ANWENDUNGSMODUL: BIOMEDIZINISCHE INFORMATIK","funder_award_id":"01AK803G","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2135026494.pdf","grobid_xml":"https://content.openalex.org/works/W2135026494.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1494075612","https://openalex.org/W1538574688","https://openalex.org/W1539434924","https://openalex.org/W1549912426","https://openalex.org/W1964622469","https://openalex.org/W1971606140","https://openalex.org/W1971784203","https://openalex.org/W1972710150","https://openalex.org/W1974699957","https://openalex.org/W1990517717","https://openalex.org/W1999230569","https://openalex.org/W2005503359","https://openalex.org/W2005821476","https://openalex.org/W2006317824","https://openalex.org/W2016287164","https://openalex.org/W2017932539","https://openalex.org/W2043420088","https://openalex.org/W2047465419","https://openalex.org/W2055023599","https://openalex.org/W2056780622","https://openalex.org/W2072598254","https://openalex.org/W2086472100","https://openalex.org/W2090861897","https://openalex.org/W2097377057","https://openalex.org/W2098924604","https://openalex.org/W2117234604","https://openalex.org/W2118278450","https://openalex.org/W2121044470","https://openalex.org/W2126717763","https://openalex.org/W2131010051","https://openalex.org/W2135051127","https://openalex.org/W2140398673","https://openalex.org/W2140843074","https://openalex.org/W2141012957","https://openalex.org/W2155063211","https://openalex.org/W2158484824","https://openalex.org/W2159035756","https://openalex.org/W2162036116","https://openalex.org/W2170402252","https://openalex.org/W2319660501","https://openalex.org/W2605170521","https://openalex.org/W2801380356","https://openalex.org/W3036192984","https://openalex.org/W4211085285","https://openalex.org/W4245176872","https://openalex.org/W4294326454","https://openalex.org/W4300463303"],"related_works":["https://openalex.org/W4319346307","https://openalex.org/W1988419672","https://openalex.org/W3192522357","https://openalex.org/W4225274103","https://openalex.org/W2013728941","https://openalex.org/W2154046714","https://openalex.org/W2923661510","https://openalex.org/W2744701441","https://openalex.org/W2579659702","https://openalex.org/W2189613078"],"abstract_inverted_index":{"BACKGROUND:":[0],"One":[1],"of":[2,5,21,43,49,65,95,106,134,140,156,170,173,177,201],"the":[3,103,122,168,187,198],"goals":[4],"global":[6],"metabolomic":[7],"analysis":[8],"is":[9,30,52,57,143,205],"to":[10,130,145,161],"identify":[11,131],"metabolic":[12],"markers":[13],"that":[14,53],"are":[15],"hidden":[16],"within":[17],"a":[18,99,153,178],"large":[19,154],"background":[20],"data":[22,73],"originating":[23],"from":[24,81,114],"high-throughput":[25],"analytical":[26],"measurements.":[27,84],"Metabolite-based":[28],"clustering":[29,92,123],"an":[31,62,70],"unsupervised":[32],"approach":[33,51,71,166],"for":[34,72,90],"marker":[35,96],"identification":[36,169],"based":[37,109],"on":[38,75,102,110,181],"grouping":[39],"similar":[40],"concentration":[41],"profiles":[42,78],"putative":[44,195],"metabolites.":[45],"A":[46],"major":[47],"problem":[48],"this":[50],"in":[54,152,192],"general":[55],"there":[56],"no":[58],"prior":[59],"information":[60],"about":[61],"adequate":[63],"number":[64,200],"clusters.":[66],"RESULTS:":[67],"We":[68,85],"present":[69],"mining":[74],"metabolite":[76,111,157],"intensity":[77,183],"as":[79],"obtained":[80],"mass":[82],"spectrometry":[83],"propose":[86],"one-dimensional":[87],"self-organizing":[88,141],"maps":[89,142],"metabolite-based":[91],"and":[93,124],"visualization":[94,125,165,188],"candidates.":[97],"In":[98,159,185],"case":[100],"study":[101],"wound":[104],"response":[105],"Arabidopsis":[107],"thaliana,":[108],"profile":[112],"intensities":[113],"eight":[115],"different":[116],"experimental":[117],"conditions,":[118],"we":[119],"show":[120],"how":[121],"capabilities":[126],"can":[127],"be":[128],"used":[129],"relevant":[132,182],"groups":[133,172,204],"markers.":[135],"CONCLUSION:":[136],"Our":[137],"specialized":[138],"realization":[139],"well-suitable":[144],"gain":[146],"insight":[147],"into":[148],"complex":[149],"pattern":[150],"variation":[151],"set":[155],"profiles.":[158],"comparison":[160],"other":[162],"methods":[163],"our":[164],"facilitates":[167],"interesting":[171],"metabolites":[174],"by":[175],"means":[176],"convenient":[179],"overview":[180],"patterns.":[184],"particular,":[186],"effectively":[189],"supports":[190],"researchers":[191],"analyzing":[193],"many":[194],"clusters":[196],"when":[197],"true":[199],"biologically":[202],"meaningful":[203],"unknown.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":9},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":5}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
