{"id":"https://openalex.org/W1971466963","doi":"https://doi.org/10.1186/1471-2105-11-182","title":"Artificial neural networks for the prediction of peptide drift time in ion mobility mass spectrometry","display_name":"Artificial neural networks for the prediction of peptide drift time in ion mobility mass spectrometry","publication_year":2010,"publication_date":"2010-04-11","ids":{"openalex":"https://openalex.org/W1971466963","doi":"https://doi.org/10.1186/1471-2105-11-182","mag":"1971466963","pmid":"https://pubmed.ncbi.nlm.nih.gov/20380738"},"language":"en","primary_location":{"id":"doi:10.1186/1471-2105-11-182","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-11-182","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-11-182","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"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":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-11-182","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100382568","display_name":"Bing Wang","orcid":"https://orcid.org/0000-0003-4945-7725"},"institutions":[{"id":"https://openalex.org/I92178344","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21","country_code":"CN","type":"education","lineage":["https://openalex.org/I92178344"]},{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Bing Wang","raw_affiliation_strings":["Department of Electronics and Information Engineering, Anhui University of Technology, Ma'anshan, 243002, China. wangbing@ustc.edu","Department of Electronics and Information Engineering, Anhui University of Technology, Ma'anshan, China","Department of Chemistry, Center for Regulatory and Environmental Analytical Metabolomics, University of Louisville, Louisville, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Information Engineering, Anhui University of Technology, Ma'anshan, 243002, China. wangbing@ustc.edu","institution_ids":["https://openalex.org/I92178344"]},{"raw_affiliation_string":"Department of Electronics and Information Engineering, Anhui University of Technology, Ma'anshan, China","institution_ids":["https://openalex.org/I92178344"]},{"raw_affiliation_string":"Department of Chemistry, Center for Regulatory and Environmental Analytical Metabolomics, University of Louisville, Louisville, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044860003","display_name":"Steve Valentine","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steve Valentine","raw_affiliation_strings":["Department of Chemistry, Indiana University, Bloomington, IN, 47405, USA","Department of Chemistry, Indiana University,,Bloomington, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemistry, Indiana University, Bloomington, IN, 47405, USA","institution_ids":["https://openalex.org/I4210119109"]},{"raw_affiliation_string":"Department of Chemistry, Indiana University,,Bloomington, USA","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005434377","display_name":"Manolo Plasencia","orcid":"https://orcid.org/0000-0001-9415-2053"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Manolo Plasencia","raw_affiliation_strings":["Department of Chemistry, Indiana University, Bloomington, IN, 47405, USA","Department of Chemistry, Indiana University,,Bloomington, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemistry, Indiana University, Bloomington, IN, 47405, USA","institution_ids":["https://openalex.org/I4210119109"]},{"raw_affiliation_string":"Department of Chemistry, Indiana University,,Bloomington, USA","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070500677","display_name":"Sriram Raghuraman","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159872","display_name":"Predictive Science (United States)","ror":"https://ror.org/05canvq15","country_code":"US","type":"company","lineage":["https://openalex.org/I4210159872"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sriram Raghuraman","raw_affiliation_strings":["Predictive Physiology and Medicine Inc., Bloomington, IN, 47403, USA","Predictive Physiology and Medicine Inc., Bloomington, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Predictive Physiology and Medicine Inc., Bloomington, IN, 47403, USA","institution_ids":["https://openalex.org/I4210159872"]},{"raw_affiliation_string":"Predictive Physiology and Medicine Inc., Bloomington, USA","institution_ids":["https://openalex.org/I4210159872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100368912","display_name":"Xiang Zhang","orcid":"https://orcid.org/0000-0003-1102-6313"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiang Zhang","raw_affiliation_strings":["Department of Chemistry, Center for Regulatory and Environmental Analytical Metabolomics, University of Louisville, Louisville, KY, 40292, USA","Department of Chemistry, Center for Regulatory and Environmental Analytical Metabolomics, University of Louisville, Louisville, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemistry, Center for Regulatory and Environmental Analytical Metabolomics, University of Louisville, Louisville, KY, 40292, USA","institution_ids":["https://openalex.org/I142740786"]},{"raw_affiliation_string":"Department of Chemistry, Center for Regulatory and Environmental Analytical Metabolomics, University of Louisville, Louisville, USA","institution_ids":["https://openalex.org/I142740786"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100382568"],"corresponding_institution_ids":["https://openalex.org/I142740786","https://openalex.org/I92178344"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":1.9659,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.84324606,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"11","issue":"1","first_page":"182","last_page":"182"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10683","display_name":"Mass Spectrometry Techniques and Applications","score":0.8130999803543091,"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"}},"topics":[{"id":"https://openalex.org/T10683","display_name":"Mass Spectrometry Techniques and Applications","score":0.8130999803543091,"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/T10519","display_name":"Advanced Proteomics Techniques and Applications","score":0.17880000174045563,"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/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.0020000000949949026,"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/ion-mobility-spectrometry","display_name":"Ion-mobility spectrometry","score":0.802970826625824},{"id":"https://openalex.org/keywords/peptide","display_name":"Peptide","score":0.779534101486206},{"id":"https://openalex.org/keywords/ion","display_name":"Ion","score":0.6686172485351562},{"id":"https://openalex.org/keywords/mass-spectrometry","display_name":"Mass spectrometry","score":0.6094288229942322},{"id":"https://openalex.org/keywords/peptide-sequence","display_name":"Peptide sequence","score":0.49880337715148926},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.49638086557388306},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.16731548309326172},{"id":"https://openalex.org/keywords/biochemistry","display_name":"Biochemistry","score":0.09718751907348633}],"concepts":[{"id":"https://openalex.org/C15213710","wikidata":"https://www.wikidata.org/wiki/Q904207","display_name":"Ion-mobility spectrometry","level":3,"score":0.802970826625824},{"id":"https://openalex.org/C2779281246","wikidata":"https://www.wikidata.org/wiki/Q172847","display_name":"Peptide","level":2,"score":0.779534101486206},{"id":"https://openalex.org/C145148216","wikidata":"https://www.wikidata.org/wiki/Q36496","display_name":"Ion","level":2,"score":0.6686172485351562},{"id":"https://openalex.org/C162356407","wikidata":"https://www.wikidata.org/wiki/Q180809","display_name":"Mass spectrometry","level":2,"score":0.6094288229942322},{"id":"https://openalex.org/C167625842","wikidata":"https://www.wikidata.org/wiki/Q899763","display_name":"Peptide sequence","level":3,"score":0.49880337715148926},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.49638086557388306},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.16731548309326172},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.09718751907348633},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D007477","descriptor_name":"Ions","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D007477","descriptor_name":"Ions","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D007477","descriptor_name":"Ions","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D007477","descriptor_name":"Ions","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D010455","descriptor_name":"Peptides","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D010455","descriptor_name":"Peptides","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D010455","descriptor_name":"Peptides","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D010455","descriptor_name":"Peptides","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D013058","descriptor_name":"Mass Spectrometry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013058","descriptor_name":"Mass Spectrometry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013058","descriptor_name":"Mass Spectrometry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013058","descriptor_name":"Mass Spectrometry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D040901","descriptor_name":"Proteomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D040901","descriptor_name":"Proteomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D040901","descriptor_name":"Proteomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D040901","descriptor_name":"Proteomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/1471-2105-11-182","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-11-182","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-11-182","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"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":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:20380738","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/20380738","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":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:doaj.org/article:b925548083dd4a9381f1acedd87b3f98","is_oa":true,"landing_page_url":"https://doaj.org/article/b925548083dd4a9381f1acedd87b3f98","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics, Vol 11, Iss 1, p 182 (2010)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:2874804","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2874804","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":"BMC Bioinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/1471-2105-11-182","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-11-182","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-11-182","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"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":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G579761547","display_name":null,"funder_award_id":"RR018942","funder_id":"https://openalex.org/F4320337375","funder_display_name":"National Center for Research Resources"},{"id":"https://openalex.org/G6004965119","display_name":null,"funder_award_id":"60803107","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324312","display_name":"National Center for Geriatrics and Gerontology","ror":"https://ror.org/05h0rw812"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337375","display_name":"National Center for Research Resources","ror":"https://ror.org/04pw6fb54"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1971466963.pdf","grobid_xml":"https://content.openalex.org/works/W1971466963.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1528177290","https://openalex.org/W1530371703","https://openalex.org/W1569512666","https://openalex.org/W1597678601","https://openalex.org/W1963658467","https://openalex.org/W1966864079","https://openalex.org/W1970350332","https://openalex.org/W1970471856","https://openalex.org/W1979319235","https://openalex.org/W1979692315","https://openalex.org/W1984596349","https://openalex.org/W1986893074","https://openalex.org/W1995062121","https://openalex.org/W1997237821","https://openalex.org/W2003734756","https://openalex.org/W2008201842","https://openalex.org/W2010063480","https://openalex.org/W2025045144","https://openalex.org/W2026183640","https://openalex.org/W2059903043","https://openalex.org/W2061741604","https://openalex.org/W2063715632","https://openalex.org/W2072099326","https://openalex.org/W2075510752","https://openalex.org/W2077741051","https://openalex.org/W2082125986","https://openalex.org/W2091776667","https://openalex.org/W2092612030","https://openalex.org/W2094094286","https://openalex.org/W2124776405","https://openalex.org/W2128053367","https://openalex.org/W2134682899","https://openalex.org/W2151950565","https://openalex.org/W2165839612"],"related_works":["https://openalex.org/W2059903043","https://openalex.org/W1461085804","https://openalex.org/W2783960222","https://openalex.org/W2762505871","https://openalex.org/W2123081993","https://openalex.org/W2883354956","https://openalex.org/W2340295652","https://openalex.org/W4315754544","https://openalex.org/W430484241","https://openalex.org/W4387546107"],"abstract_inverted_index":{"BACKGROUND:":[0],"There":[1],"is":[2,45,65],"an":[3,120],"increasing":[4],"usage":[5],"of":[6,17,51,90,101,130,161,252,266,276],"ion":[7,18,54,69,92,132,176],"mobility-mass":[8],"spectrometry":[9,20,24],"(IMMS)":[10],"in":[11,55,135,139,255],"proteomics.":[12],"IMMS":[13],"combines":[14],"the":[15,48,68,75,87,98,128,181,249,262,267,274],"features":[16],"mobility":[19],"(IMS)":[21],"and":[22,28,71,80,93,111,152,168,184,214,228,235,264],"mass":[23],"(MS).":[25],"It":[26],"separates":[27,37],"detects":[29],"peptide":[30,38,53,61,76,91,94,102,109,114,131,138,175,205,212,220,237,253],"ions":[31,39,103,254],"on":[32,41],"a":[33,56,153,186],"millisecond":[34],"time-scale.":[35],"IMS":[36],"based":[40],"drift":[42,88,99,133,177,250],"time":[43,89,100,134,178,251],"that":[44,97],"determined":[46],"by":[47,279],"collision":[49,63],"cross-section":[50,64],"each":[52,195],"given":[57],"experiment":[58],"condition.":[59],"A":[60],"ion's":[62],"related":[66],"to":[67,107],"size":[70],"shape":[72],"resulted":[73],"from":[74],"amino":[77],"acid":[78],"sequence":[79,95,110,150,155],"their":[81],"modifications.":[82],"This":[83,117,270],"inherent":[84],"relation":[85],"between":[86],"indicates":[96],"can":[104,272],"be":[105],"used":[106],"infer":[108],"therefore,":[112],"for":[113,127,174,192,232,247,286],"identification.":[115,288],"RESULTS:":[116],"paper":[118],"describes":[119],"artificial":[121],"neural":[122],"networks":[123],"(ANNs)":[124],"regression":[125],"model":[126,182],"prediction":[129,230,268],"IMMS.":[136,256],"Each":[137],"this":[140],"work":[141,271],"was":[142,172,190],"represented":[143],"using":[144],"three":[145,165,193,216],"descriptors":[146],"(i.e.,":[147],"molecular":[148],"weight,":[149],"length":[151],"two-dimensional":[154],"index).":[156],"An":[157,241],"ANN":[158],"predictor":[159],"consisting":[160],"four":[162],"input":[163],"nodes,":[164],"hidden":[166],"nodes":[167],"one":[169,201],"output":[170],"node":[171],"constructed":[173],"prediction.":[179],"For":[180],"training":[183],"testing,":[185],"10-fold":[187],"cross-validation":[188],"strategy":[189],"employed":[191],"datasets":[194],"containing":[196],"different":[197],"charge":[198],"states.":[199],"Dataset":[200],"contains":[202],"212":[203],"singly-charged":[204],"ions,":[206,213,238],"dataset":[207,215],"two":[208],"has":[209,217,244],"306":[210],"doubly-charged":[211],"77":[218],"triply-charged":[219,236],"ions.":[221],"Our":[222],"proposed":[223],"method":[224,243],"achieved":[225,259],"94.4%,":[226],"93.6%":[227],"74.2%":[229],"accuracy":[231],"singly-,":[233],"doubly-":[234],"respectively.":[239],"CONCLUSIONS:":[240],"ANN-based":[242],"been":[245],"developed":[246],"predicting":[248],"The":[257],"results":[258],"here":[260],"demonstrate":[261],"effectiveness":[263],"efficiency":[265],"model.":[269],"enhance":[273],"confidence":[275],"protein":[277,287],"identification":[278],"combining":[280],"with":[281],"current":[282],"database":[283],"search":[284],"approaches":[285]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
