{"id":"https://openalex.org/W2036046451","doi":"https://doi.org/10.1177/0037549712441522","title":"Prostate cancer region prediction by fusing results from MALDI spectra\u2013processing and texture analysis","display_name":"Prostate cancer region prediction by fusing results from MALDI spectra\u2013processing and texture analysis","publication_year":2012,"publication_date":"2012-03-21","ids":{"openalex":"https://openalex.org/W2036046451","doi":"https://doi.org/10.1177/0037549712441522","mag":"2036046451"},"language":"en","primary_location":{"id":"doi:10.1177/0037549712441522","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0037549712441522","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"},"type":"article","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/A5003270002","display_name":"Shao-Hui Chuang","orcid":null},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shao-Hui Chuang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Old Dominion University, 231 Kaufman Hall, Norfolk, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Old Dominion University, 231 Kaufman Hall, Norfolk, VA, USA","institution_ids":["https://openalex.org/I81365321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108050285","display_name":"Jiang Li","orcid":"https://orcid.org/0009-0008-0549-7438"},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiang Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Old Dominion University, 231 Kaufman Hall, Norfolk, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Old Dominion University, 231 Kaufman Hall, Norfolk, VA, USA","institution_ids":["https://openalex.org/I81365321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100642899","display_name":"Xiaoyan Sun","orcid":"https://orcid.org/0000-0002-4869-8001"},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoyan Sun","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Old Dominion University, 231 Kaufman Hall, Norfolk, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Old Dominion University, 231 Kaufman Hall, Norfolk, VA, USA","institution_ids":["https://openalex.org/I81365321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065798509","display_name":"Ayyappa Vadlamudi","orcid":null},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ayyappa Vadlamudi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Old Dominion University, 231 Kaufman Hall, Norfolk, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Old Dominion University, 231 Kaufman Hall, Norfolk, VA, USA","institution_ids":["https://openalex.org/I81365321"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031068301","display_name":"Bo Sun","orcid":"https://orcid.org/0000-0001-6664-8676"},"institutions":[{"id":"https://openalex.org/I33821262","display_name":"Lincoln University - Pennsylvania","ror":"https://ror.org/0521rfb23","country_code":"US","type":"education","lineage":["https://openalex.org/I33821262"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bo Sun","raw_affiliation_strings":["Department of Mathematics and Computer Science, Lincoln University of the Commonwealth of Pennsylvania, Lincoln University, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Lincoln University of the Commonwealth of Pennsylvania, Lincoln University, PA, USA","institution_ids":["https://openalex.org/I33821262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081800325","display_name":"Lisa H. Cazares","orcid":"https://orcid.org/0000-0001-5754-6192"},"institutions":[{"id":"https://openalex.org/I156802259","display_name":"Eastern Virginia Medical School","ror":"https://ror.org/056hr4255","country_code":"US","type":"education","lineage":["https://openalex.org/I156802259"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lisa Cazares","raw_affiliation_strings":["Department of Microbiology and Molecular Cell Biology, Department of Pathology and Anatomy, Virginia Prostate Center, George L. Wright, Jr, Center for Biomedical Proteomics Eastern Virginia Medical School, Norfolk, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Microbiology and Molecular Cell Biology, Department of Pathology and Anatomy, Virginia Prostate Center, George L. Wright, Jr, Center for Biomedical Proteomics Eastern Virginia Medical School, Norfolk, VA, USA","institution_ids":["https://openalex.org/I156802259"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058145167","display_name":"Julius O. Nyalwidhe","orcid":"https://orcid.org/0000-0003-2854-7510"},"institutions":[{"id":"https://openalex.org/I156802259","display_name":"Eastern Virginia Medical School","ror":"https://ror.org/056hr4255","country_code":"US","type":"education","lineage":["https://openalex.org/I156802259"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Julius Nyalwidhe","raw_affiliation_strings":["Department of Microbiology and Molecular Cell Biology, Department of Pathology and Anatomy, Virginia Prostate Center, George L. Wright, Jr, Center for Biomedical Proteomics Eastern Virginia Medical School, Norfolk, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Microbiology and Molecular Cell Biology, Department of Pathology and Anatomy, Virginia Prostate Center, George L. Wright, Jr, Center for Biomedical Proteomics Eastern Virginia Medical School, Norfolk, VA, USA","institution_ids":["https://openalex.org/I156802259"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004512548","display_name":"Dean A. Troyer","orcid":"https://orcid.org/0000-0002-0337-5890"},"institutions":[{"id":"https://openalex.org/I156802259","display_name":"Eastern Virginia Medical School","ror":"https://ror.org/056hr4255","country_code":"US","type":"education","lineage":["https://openalex.org/I156802259"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dean Troyer","raw_affiliation_strings":["Department of Microbiology and Molecular Cell Biology, Department of Pathology and Anatomy, Virginia Prostate Center, George L. Wright, Jr, Center for Biomedical Proteomics Eastern Virginia Medical School, Norfolk, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Microbiology and Molecular Cell Biology, Department of Pathology and Anatomy, Virginia Prostate Center, George L. Wright, Jr, Center for Biomedical Proteomics Eastern Virginia Medical School, Norfolk, VA, USA","institution_ids":["https://openalex.org/I156802259"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070937942","display_name":"John Semmes","orcid":null},"institutions":[{"id":"https://openalex.org/I156802259","display_name":"Eastern Virginia Medical School","ror":"https://ror.org/056hr4255","country_code":"US","type":"education","lineage":["https://openalex.org/I156802259"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Semmes","raw_affiliation_strings":["Department of Microbiology and Molecular Cell Biology, Department of Pathology and Anatomy, Virginia Prostate Center, George L. Wright, Jr, Center for Biomedical Proteomics Eastern Virginia Medical School, Norfolk, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Microbiology and Molecular Cell Biology, Department of Pathology and Anatomy, Virginia Prostate Center, George L. Wright, Jr, Center for Biomedical Proteomics Eastern Virginia Medical School, Norfolk, VA, USA","institution_ids":["https://openalex.org/I156802259"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078664326","display_name":"Frederic D. McKenzie","orcid":null},"institutions":[{"id":"https://openalex.org/I81365321","display_name":"Old Dominion University","ror":"https://ror.org/04zjtrb98","country_code":"US","type":"education","lineage":["https://openalex.org/I81365321"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Frederic D McKenzie","raw_affiliation_strings":["Department of Modeling, Simulation and Visualization Engineering, Old Dominion University, Norfolk, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Modeling, Simulation and Visualization Engineering, Old Dominion University, Norfolk, VA, USA","institution_ids":["https://openalex.org/I81365321"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4031,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.61853063,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"88","issue":"10","first_page":"1247","last_page":"1259"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11970","display_name":"Molecular Biology Techniques and Applications","score":0.9952999949455261,"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/T11970","display_name":"Molecular Biology Techniques and Applications","score":0.9952999949455261,"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/T11324","display_name":"Spectroscopy Techniques in Biomedical and Chemical Research","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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":0.9760000109672546,"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/magnification","display_name":"Magnification","score":0.5944744944572449},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5909161567687988},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.552095890045166},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.550934374332428},{"id":"https://openalex.org/keywords/maldi-imaging","display_name":"MALDI imaging","score":0.5176251530647278},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.4770638048648834},{"id":"https://openalex.org/keywords/prostate-cancer","display_name":"Prostate cancer","score":0.45950600504875183},{"id":"https://openalex.org/keywords/mass-spectrometry","display_name":"Mass spectrometry","score":0.4414905309677124},{"id":"https://openalex.org/keywords/matrix-assisted-laser-desorption/ionization","display_name":"Matrix-assisted laser desorption/ionization","score":0.40785637497901917},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.406521201133728},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.3407990038394928},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.21022143959999084},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.14888343214988708},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13697996735572815},{"id":"https://openalex.org/keywords/desorption","display_name":"Desorption","score":0.11006617546081543},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.10629546642303467},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.07593193650245667}],"concepts":[{"id":"https://openalex.org/C4144372","wikidata":"https://www.wikidata.org/wiki/Q675287","display_name":"Magnification","level":2,"score":0.5944744944572449},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5909161567687988},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.552095890045166},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.550934374332428},{"id":"https://openalex.org/C101092202","wikidata":"https://www.wikidata.org/wiki/Q6714252","display_name":"MALDI imaging","level":5,"score":0.5176251530647278},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.4770638048648834},{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.45950600504875183},{"id":"https://openalex.org/C162356407","wikidata":"https://www.wikidata.org/wiki/Q180809","display_name":"Mass spectrometry","level":2,"score":0.4414905309677124},{"id":"https://openalex.org/C75280812","wikidata":"https://www.wikidata.org/wiki/Q190382","display_name":"Matrix-assisted laser desorption/ionization","level":4,"score":0.40785637497901917},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.406521201133728},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3407990038394928},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.21022143959999084},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.14888343214988708},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13697996735572815},{"id":"https://openalex.org/C162711632","wikidata":"https://www.wikidata.org/wiki/Q905514","display_name":"Desorption","level":3,"score":0.11006617546081543},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.10629546642303467},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07593193650245667},{"id":"https://openalex.org/C150394285","wikidata":"https://www.wikidata.org/wiki/Q180254","display_name":"Adsorption","level":2,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/0037549712441522","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0037549712441522","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W91108901","https://openalex.org/W151391524","https://openalex.org/W173627728","https://openalex.org/W1496422635","https://openalex.org/W1564335190","https://openalex.org/W1771719518","https://openalex.org/W1970209157","https://openalex.org/W1997847649","https://openalex.org/W2003304826","https://openalex.org/W2020693936","https://openalex.org/W2033278243","https://openalex.org/W2036561111","https://openalex.org/W2043103956","https://openalex.org/W2060429862","https://openalex.org/W2068283986","https://openalex.org/W2072218937","https://openalex.org/W2078421928","https://openalex.org/W2087586301","https://openalex.org/W2089234554","https://openalex.org/W2106034668","https://openalex.org/W2122430069","https://openalex.org/W2122674899","https://openalex.org/W2128985829","https://openalex.org/W2146655125","https://openalex.org/W2148632293","https://openalex.org/W2156398782","https://openalex.org/W2156909104","https://openalex.org/W2158948182","https://openalex.org/W2160110467","https://openalex.org/W2335679869","https://openalex.org/W4237014660","https://openalex.org/W4243451485"],"related_works":["https://openalex.org/W2413445604","https://openalex.org/W2022978558","https://openalex.org/W4200402861","https://openalex.org/W2093000513","https://openalex.org/W36201071","https://openalex.org/W4319787786","https://openalex.org/W2328300692","https://openalex.org/W3200394182","https://openalex.org/W1965955027","https://openalex.org/W4319656113"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,23,29,33,50],"three-step":[3],"method":[4],"to":[5,37,77],"predict":[6,38],"prostate":[7],"cancer":[8],"(PCa)":[9],"regions":[10,20,40,81,132],"on":[11,16,32,41,108,133],"biopsy":[12],"tissue":[13,44],"samples":[14],"based":[15,107],"high-confidence,":[17],"low-resolution":[18],"PCa":[19,39,80,131],"marked":[21],"by":[22],"pathologist.":[24],"First,":[25],"we":[26,47,71],"will":[27,48,72,83],"apply":[28],"texture-analysis":[30],"technique":[31],"high-magnification":[34],"optical":[35],"image":[36],"an":[42,127],"adjacent":[43,68,135],"slice.":[45,69],"Second,":[46],"design":[49],"prediction":[51,96,106,129],"model":[52],"for":[53,130],"the":[54,67,79,93,105,109,134],"same":[55],"purpose,":[56],"using":[57],"matrix-assisted":[58],"laser":[59],"desorption/ionization":[60],"mass":[61],"spectrometry":[62],"(MALDI-MS)":[63],"tissue-imaging":[64],"data":[65,112],"from":[66],"Finally,":[70],"fuse":[73],"those":[74],"two":[75,125],"results":[76,90],"obtain":[78],"that":[82,92],"assist":[84],"MALDI":[85,110],"imaging":[86],"biomarker":[87],"identification.":[88],"Experiment":[89],"show":[91],"texture":[94],"analysis\u2013based":[95],"is":[97,114],"sensitive":[98,116],"(87.45%)":[99],"but":[100,118],"less":[101],"specific":[102,120],"(75%),":[103],"and":[104],"spectra":[111],"processing":[113],"not":[115],"(50.98%)":[117],"supremely":[119],"(100%).":[121],"By":[122],"combining":[123],"these":[124],"results,":[126],"optimized":[128],"slice":[136],"can":[137],"be":[138],"achieved":[139],"(sensitivity:":[140],"80.39%,":[141],"specificity:":[142],"93.09%).":[143]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
