{"id":"https://openalex.org/W2068742412","doi":"https://doi.org/10.1186/1752-0509-7-s4-s5","title":"An improved sparse representation model with structural information for Multicolour Fluorescence In-Situ Hybridization (M-FISH) image classification","display_name":"An improved sparse representation model with structural information for Multicolour Fluorescence In-Situ Hybridization (M-FISH) image classification","publication_year":2013,"publication_date":"2013-10-01","ids":{"openalex":"https://openalex.org/W2068742412","doi":"https://doi.org/10.1186/1752-0509-7-s4-s5","mag":"2068742412","pmid":"https://pubmed.ncbi.nlm.nih.gov/24565230"},"language":"en","primary_location":{"id":"doi:10.1186/1752-0509-7-s4-s5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1752-0509-7-s4-s5","pdf_url":"https://bmcsystbiol.biomedcentral.com/counter/pdf/10.1186/1752-0509-7-S4-S5","source":{"id":"https://openalex.org/S92363890","display_name":"BMC Systems Biology","issn_l":"1752-0509","issn":["1752-0509"],"is_oa":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Systems Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcsystbiol.biomedcentral.com/counter/pdf/10.1186/1752-0509-7-S4-S5","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100739860","display_name":"Jingyao Li","orcid":"https://orcid.org/0000-0002-4559-1524"},"institutions":[{"id":"https://openalex.org/I114832834","display_name":"Tulane University","ror":"https://ror.org/04vmvtb21","country_code":"US","type":"education","lineage":["https://openalex.org/I114832834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jingyao Li","raw_affiliation_strings":["Department of Biomedical Engineering, Tulane University, New Orleans, LA, 70118, USA","Department of Biomedical Engineering, Tulane University, New Orleans, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Tulane University, New Orleans, LA, 70118, USA","institution_ids":["https://openalex.org/I114832834"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Tulane University, New Orleans, USA","institution_ids":["https://openalex.org/I114832834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053631725","display_name":"Dongdong Lin","orcid":"https://orcid.org/0000-0002-7228-5397"},"institutions":[{"id":"https://openalex.org/I114832834","display_name":"Tulane University","ror":"https://ror.org/04vmvtb21","country_code":"US","type":"education","lineage":["https://openalex.org/I114832834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dongdong Lin","raw_affiliation_strings":["Department of Biomedical Engineering, Tulane University, New Orleans, LA, 70118, USA","Department of Biomedical Engineering, Tulane University, New Orleans, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Tulane University, New Orleans, LA, 70118, USA","institution_ids":["https://openalex.org/I114832834"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Tulane University, New Orleans, USA","institution_ids":["https://openalex.org/I114832834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079946688","display_name":"Hongbao Cao","orcid":"https://orcid.org/0000-0001-6591-9518"},"institutions":[{"id":"https://openalex.org/I114832834","display_name":"Tulane University","ror":"https://ror.org/04vmvtb21","country_code":"US","type":"education","lineage":["https://openalex.org/I114832834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongbao Cao","raw_affiliation_strings":["Department of Biomedical Engineering, Tulane University, New Orleans, LA, 70118, USA","Department of Biostatistics & Bioinformatics, Tulane University, New Orleans, LA, 70112, USA","Department of Biomedical Engineering, Tulane University, New Orleans, USA","Department of Biostatistics & Bioinformatics, Tulane University, New Orleans, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Tulane University, New Orleans, LA, 70118, USA","institution_ids":["https://openalex.org/I114832834"]},{"raw_affiliation_string":"Department of Biostatistics & Bioinformatics, Tulane University, New Orleans, LA, 70112, USA","institution_ids":["https://openalex.org/I114832834"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Tulane University, New Orleans, USA","institution_ids":["https://openalex.org/I114832834"]},{"raw_affiliation_string":"Department of Biostatistics & Bioinformatics, Tulane University, New Orleans, USA","institution_ids":["https://openalex.org/I114832834"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100339128","display_name":"Yu-Ping Wang","orcid":"https://orcid.org/0000-0003-4129-7704"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]},{"id":"https://openalex.org/I114832834","display_name":"Tulane University","ror":"https://ror.org/04vmvtb21","country_code":"US","type":"education","lineage":["https://openalex.org/I114832834"]},{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Yu-Ping Wang","raw_affiliation_strings":["Department of Biomedical Engineering, Tulane University, New Orleans, LA, 70118, USA","Department of Biostatistics & Bioinformatics, Tulane University, New Orleans, LA, 70112, USA","Shanghai University for Science and Technology, Shanghai, 200090, China","Department of Biomedical Engineering, Tulane University, New Orleans, USA","Department of Biostatistics & Bioinformatics, Tulane University, New Orleans, USA","Shanghai University for Science and Technology, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Tulane University, New Orleans, LA, 70118, USA","institution_ids":["https://openalex.org/I114832834"]},{"raw_affiliation_string":"Department of Biostatistics & Bioinformatics, Tulane University, New Orleans, LA, 70112, USA","institution_ids":["https://openalex.org/I114832834"]},{"raw_affiliation_string":"Shanghai University for Science and Technology, Shanghai, 200090, China","institution_ids":["https://openalex.org/I148128674"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Tulane University, New Orleans, USA","institution_ids":["https://openalex.org/I114832834"]},{"raw_affiliation_string":"Department of Biostatistics & Bioinformatics, Tulane University, New Orleans, USA","institution_ids":["https://openalex.org/I114832834"]},{"raw_affiliation_string":"Shanghai University for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I113940042","https://openalex.org/I148128674"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100339128"],"corresponding_institution_ids":["https://openalex.org/I113940042","https://openalex.org/I114832834","https://openalex.org/I148128674"],"apc_list":{"value":2290,"currency":"USD","value_usd":2290},"apc_paid":{"value":2290,"currency":"USD","value_usd":2290},"fwci":1.2653,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.81140457,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"7","issue":"S4","first_page":"S5","last_page":"S5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11213","display_name":"Genomic variations and chromosomal abnormalities","score":0.9598000049591064,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/T11213","display_name":"Genomic variations and chromosomal abnormalities","score":0.9598000049591064,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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/T10862","display_name":"AI in cancer detection","score":0.008700000122189522,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.003599999938160181,"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/fish-actinopterygii","display_name":"Fish <Actinopterygii>","score":0.651326060295105},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5994542241096497},{"id":"https://openalex.org/keywords/fluorescence-in-situ-hybridization","display_name":"Fluorescence in situ hybridization","score":0.5834687352180481},{"id":"https://openalex.org/keywords/in-situ","display_name":"In situ","score":0.49354565143585205},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47987356781959534},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47060427069664},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4676710367202759},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.464980810880661},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.4509064257144928},{"id":"https://openalex.org/keywords/in-situ-hybridization","display_name":"In situ hybridization","score":0.4399515390396118},{"id":"https://openalex.org/keywords/fluorescence","display_name":"Fluorescence","score":0.4302731156349182},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.22070753574371338},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.14983472228050232},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.1341535747051239},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.09316942095756531},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.07146435976028442}],"concepts":[{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.651326060295105},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5994542241096497},{"id":"https://openalex.org/C2777542201","wikidata":"https://www.wikidata.org/wiki/Q1336182","display_name":"Fluorescence in situ hybridization","level":4,"score":0.5834687352180481},{"id":"https://openalex.org/C2777822432","wikidata":"https://www.wikidata.org/wiki/Q216681","display_name":"In situ","level":2,"score":0.49354565143585205},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47987356781959534},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47060427069664},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4676710367202759},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.464980810880661},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.4509064257144928},{"id":"https://openalex.org/C81439078","wikidata":"https://www.wikidata.org/wiki/Q2304142","display_name":"In situ hybridization","level":4,"score":0.4399515390396118},{"id":"https://openalex.org/C91881484","wikidata":"https://www.wikidata.org/wiki/Q191807","display_name":"Fluorescence","level":2,"score":0.4302731156349182},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.22070753574371338},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.14983472228050232},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.1341535747051239},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.09316942095756531},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.07146435976028442},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C30481170","wikidata":"https://www.wikidata.org/wiki/Q37748","display_name":"Chromosome","level":3,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002877","descriptor_name":"Chromosomes, Human","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D002877","descriptor_name":"Chromosomes, Human","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D002877","descriptor_name":"Chromosomes, Human","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017404","descriptor_name":"In Situ Hybridization, Fluorescence","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017404","descriptor_name":"In Situ Hybridization, Fluorescence","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017404","descriptor_name":"In Situ Hybridization, Fluorescence","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1186/1752-0509-7-s4-s5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1752-0509-7-s4-s5","pdf_url":"https://bmcsystbiol.biomedcentral.com/counter/pdf/10.1186/1752-0509-7-S4-S5","source":{"id":"https://openalex.org/S92363890","display_name":"BMC Systems Biology","issn_l":"1752-0509","issn":["1752-0509"],"is_oa":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Systems Biology","raw_type":"journal-article"},{"id":"pmid:24565230","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24565230","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 systems biology","raw_type":null},{"id":"pmh:oai:europepmc.org:2847697","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3854670","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/1752-0509-7-s4-s5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1752-0509-7-s4-s5","pdf_url":"https://bmcsystbiol.biomedcentral.com/counter/pdf/10.1186/1752-0509-7-S4-S5","source":{"id":"https://openalex.org/S92363890","display_name":"BMC Systems Biology","issn_l":"1752-0509","issn":["1752-0509"],"is_oa":true,"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Systems Biology","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2068742412.pdf","grobid_xml":"https://content.openalex.org/works/W2068742412.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1774526428","https://openalex.org/W1974774078","https://openalex.org/W1985089773","https://openalex.org/W1989986772","https://openalex.org/W2037479635","https://openalex.org/W2075206831","https://openalex.org/W2075261942","https://openalex.org/W2088859281","https://openalex.org/W2097915756","https://openalex.org/W2098012923","https://openalex.org/W2100518076","https://openalex.org/W2105183184","https://openalex.org/W2105454037","https://openalex.org/W2107671342","https://openalex.org/W2114129195","https://openalex.org/W2122944745","https://openalex.org/W2126046058","https://openalex.org/W2126842601","https://openalex.org/W2127271355","https://openalex.org/W2129812935","https://openalex.org/W2130480872","https://openalex.org/W2140356950","https://openalex.org/W2151035455","https://openalex.org/W2151693816","https://openalex.org/W2266447120"],"related_works":["https://openalex.org/W1431904956","https://openalex.org/W2382309260","https://openalex.org/W1974583777","https://openalex.org/W2269144480","https://openalex.org/W3085510013","https://openalex.org/W2037370208","https://openalex.org/W1968072793","https://openalex.org/W2389590026","https://openalex.org/W4252143589","https://openalex.org/W2976698168"],"abstract_inverted_index":{"BACKGROUND:":[0],"Multicolour":[1],"Fluorescence":[2],"In-Situ":[3],"Hybridization":[4],"(M-FISH)":[5],"images":[6,126],"are":[7,47],"employed":[8,163],"for":[9,33,78,83,143,168],"detecting":[10],"chromosomal":[11,15,113],"abnormalities":[12],"such":[13,257],"as":[14,178,180,258],"translocations,":[16],"deletions,":[17],"duplication":[18],"and":[19,61,80,97,263],"inversions.":[20],"This":[21,132,161],"technique":[22,69],"uses":[23],"mixed":[24],"colours":[25],"of":[26,36,52,67,74,112,122,146,175,183,214,228,254,269,299],"fluorochromes":[27,60],"to":[28,90,109,117,193,209,244],"paint":[29],"the":[30,68,144,169,172,181,186,190,194,215,222,233,238,252,268,270,284,293,297,300],"whole":[31],"chromosomes":[32,75,123],"rapid":[34],"detection":[35,111],"chromosome":[37,301],"rearrangements.":[38],"The":[39,65,226,274],"M-FISH":[40,86,125,147],"data":[41],"sets":[42],"used":[43,279],"in":[44,71],"our":[45,150,245,277],"research":[46],"obtained":[48],"from":[49,85,124],"microscopic":[50],"scanning":[51],"a":[53,62,105,128,135,153],"metaphase":[54],"cell":[55],"labelled":[56],"with":[57,276],"five":[58],"different":[59,120],"DAPI":[63],"staining.":[64],"reliability":[66],"lies":[70],"accurate":[72],"classification":[73,106,145,157,271,298],"(24":[76],"classes":[77,82],"male":[79],"23":[81],"female)":[84],"images.":[87,148],"However,":[88],"due":[89],"imaging":[91,100],"noise,":[92],"mis-alignment":[93],"between":[94],"multiple":[95],"channels":[96],"many":[98],"other":[99],"problems,":[101],"there":[102],"is":[103,241,289],"always":[104],"error,":[107],"leading":[108],"wrong":[110],"abnormalities.":[114,302],"Therefore,":[115],"how":[116],"accurately":[118],"classify":[119],"types":[121],"becomes":[127],"challenging":[129],"problem.":[130],"METHODS:":[131],"paper":[133],"presents":[134],"novel":[136,187],"sparse":[137,154,217,280,286],"representation":[138,155,218,287],"model":[139,158,162,219,236,281,288],"considering":[140],"structural":[141,173,223,239],"information":[142,167,174,182,240],"In":[149,248],"previous":[151,191,246,294],"work":[152],"based":[156],"was":[159],"proposed.":[160],"only":[164],"individual":[165],"pixel":[166],"classification.":[170],"With":[171],"neighbouring":[176],"pixels":[177],"well":[179],"themselves":[184],"simultaneously,":[185],"approach":[188],"extended":[189],"one":[192,295],"regional":[195],"case.":[196],"Based":[197],"on":[198,267,296],"Orthogonal":[199],"Matching":[200],"Pursuit":[201],"(OMP),":[202],"we":[203,250],"developed":[204],"simultaneous":[205],"OMP":[206],"algorithm":[207],"(SOMP)":[208],"derive":[210],"an":[211],"efficient":[212],"solution":[213],"improved":[216,285],"by":[220],"incorporating":[221,237],"information.":[224],"RESULTS:":[225],"p-value":[227],"two":[229],"models":[230],"shows":[231],"that":[232,283],"newly":[234],"proposed":[235],"significantly":[242],"superior":[243],"one.":[247],"addition,":[249],"evaluated":[251],"effect":[253],"several":[255],"parameters,":[256],"sparsity":[259],"level,":[260],"neighbourhood":[261],"size,":[262,266],"training":[264],"sample":[265],"accuracy.":[272],"CONCLUSIONS:":[273],"comparison":[275],"previously":[278],"demonstrates":[282],"more":[290],"effective":[291],"than":[292]},"counts_by_year":[{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
