{"id":"https://openalex.org/W2079569387","doi":"https://doi.org/10.1109/ismict.2013.6521711","title":"SMO-based System for identifying common lung conditions using histogram","display_name":"SMO-based System for identifying common lung conditions using histogram","publication_year":2013,"publication_date":"2013-03-01","ids":{"openalex":"https://openalex.org/W2079569387","doi":"https://doi.org/10.1109/ismict.2013.6521711","mag":"2079569387"},"language":"en","primary_location":{"id":"doi:10.1109/ismict.2013.6521711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ismict.2013.6521711","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 7th International Symposium on Medical Information and Communication Technology (ISMICT)","raw_type":"proceedings-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/A5046712450","display_name":"Ria Rodette G. de la Cruz","orcid":null},"institutions":[{"id":"https://openalex.org/I5996616","display_name":"De La Salle University","ror":"https://ror.org/04xftk194","country_code":"PH","type":"education","lineage":["https://openalex.org/I5996616"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"R. R. G. de la Cruz","raw_affiliation_strings":["Computer Technology Department, De La Salle University-Manila, Manila, Philippines","Comput. Technol. Dept., De La Salle Univ. - Manila, Manila, Philippines"],"affiliations":[{"raw_affiliation_string":"Computer Technology Department, De La Salle University-Manila, Manila, Philippines","institution_ids":["https://openalex.org/I5996616"]},{"raw_affiliation_string":"Comput. Technol. Dept., De La Salle Univ. - Manila, Manila, Philippines","institution_ids":["https://openalex.org/I5996616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019811037","display_name":"T Roque","orcid":null},"institutions":[{"id":"https://openalex.org/I5996616","display_name":"De La Salle University","ror":"https://ror.org/04xftk194","country_code":"PH","type":"education","lineage":["https://openalex.org/I5996616"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Trizia Roby-Ann C. Roque","raw_affiliation_strings":["Computer Technology Department, De La Salle University-Manila, Manila, Philippines","Comput. Technol. Dept., De La Salle Univ. - Manila, Manila, Philippines"],"affiliations":[{"raw_affiliation_string":"Computer Technology Department, De La Salle University-Manila, Manila, Philippines","institution_ids":["https://openalex.org/I5996616"]},{"raw_affiliation_string":"Comput. Technol. Dept., De La Salle Univ. - Manila, Manila, Philippines","institution_ids":["https://openalex.org/I5996616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060235193","display_name":"John Daryl G. Rosas","orcid":null},"institutions":[{"id":"https://openalex.org/I5996616","display_name":"De La Salle University","ror":"https://ror.org/04xftk194","country_code":"PH","type":"education","lineage":["https://openalex.org/I5996616"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"J. D. G. Rosas","raw_affiliation_strings":["Computer Technology Department, De La Salle University-Manila, Manila, Philippines","Comput. Technol. Dept., De La Salle Univ. - Manila, Manila, Philippines"],"affiliations":[{"raw_affiliation_string":"Computer Technology Department, De La Salle University-Manila, Manila, Philippines","institution_ids":["https://openalex.org/I5996616"]},{"raw_affiliation_string":"Comput. Technol. Dept., De La Salle Univ. - Manila, Manila, Philippines","institution_ids":["https://openalex.org/I5996616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054555426","display_name":"Charles Vincent M. Vera Cruz","orcid":null},"institutions":[{"id":"https://openalex.org/I5996616","display_name":"De La Salle University","ror":"https://ror.org/04xftk194","country_code":"PH","type":"education","lineage":["https://openalex.org/I5996616"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Charles Vincent M. Vera Cruz","raw_affiliation_strings":["Computer Technology Department, De La Salle University-Manila, Manila, Philippines","Comput. Technol. Dept., De La Salle Univ. - Manila, Manila, Philippines"],"affiliations":[{"raw_affiliation_string":"Computer Technology Department, De La Salle University-Manila, Manila, Philippines","institution_ids":["https://openalex.org/I5996616"]},{"raw_affiliation_string":"Comput. Technol. Dept., De La Salle Univ. - Manila, Manila, Philippines","institution_ids":["https://openalex.org/I5996616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037332788","display_name":"Macario O. Cordel","orcid":"https://orcid.org/0000-0001-7270-9236"},"institutions":[{"id":"https://openalex.org/I5996616","display_name":"De La Salle University","ror":"https://ror.org/04xftk194","country_code":"PH","type":"education","lineage":["https://openalex.org/I5996616"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"M. O. Cordel","raw_affiliation_strings":["Computer Technology Department, De La Salle University-Manila, Manila, Philippines","Comput. Technol. Dept., De La Salle Univ. - Manila, Manila, Philippines"],"affiliations":[{"raw_affiliation_string":"Computer Technology Department, De La Salle University-Manila, Manila, Philippines","institution_ids":["https://openalex.org/I5996616"]},{"raw_affiliation_string":"Comput. Technol. Dept., De La Salle Univ. - Manila, Manila, Philippines","institution_ids":["https://openalex.org/I5996616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009938176","display_name":"Joel Ilao","orcid":"https://orcid.org/0000-0001-7601-6605"},"institutions":[{"id":"https://openalex.org/I5996616","display_name":"De La Salle University","ror":"https://ror.org/04xftk194","country_code":"PH","type":"education","lineage":["https://openalex.org/I5996616"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"J. P. Ilao","raw_affiliation_strings":["Computer Technology Department, De La Salle University-Manila, Manila, Philippines","Comput. Technol. Dept., De La Salle Univ. - Manila, Manila, Philippines"],"affiliations":[{"raw_affiliation_string":"Computer Technology Department, De La Salle University-Manila, Manila, Philippines","institution_ids":["https://openalex.org/I5996616"]},{"raw_affiliation_string":"Comput. Technol. Dept., De La Salle Univ. - Manila, Manila, Philippines","institution_ids":["https://openalex.org/I5996616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082912564","display_name":"A. Rabe","orcid":"https://orcid.org/0009-0003-9026-1166"},"institutions":[{"id":"https://openalex.org/I103911934","display_name":"University of the Philippines System","ror":"https://ror.org/02hqkr514","country_code":"PH","type":"education","lineage":["https://openalex.org/I103911934"]},{"id":"https://openalex.org/I5791819","display_name":"University of the Philippines Manila","ror":"https://ror.org/01rrczv41","country_code":"PH","type":"education","lineage":["https://openalex.org/I103911934","https://openalex.org/I5791819"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"A. P. J. Rabe","raw_affiliation_strings":["Department of Internal Medicine, University of the Philippines, Ermita Manila, Philippines","Dept. of Internal Med., Univ. of the Philippines Philippine Gen. Hosp., Manila, Philippines"],"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine, University of the Philippines, Ermita Manila, Philippines","institution_ids":["https://openalex.org/I5791819"]},{"raw_affiliation_string":"Dept. of Internal Med., Univ. of the Philippines Philippine Gen. Hosp., Manila, Philippines","institution_ids":["https://openalex.org/I103911934"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077818678","display_name":"J. P. Petronilo","orcid":null},"institutions":[{"id":"https://openalex.org/I47652572","display_name":"La Salle University","ror":"https://ror.org/02beve479","country_code":"US","type":"education","lineage":["https://openalex.org/I47652572"]},{"id":"https://openalex.org/I79905719","display_name":"De La Salle University \u2013 Dasmari\u00f1as","ror":"https://ror.org/03a39dd69","country_code":"PH","type":"education","lineage":["https://openalex.org/I79905719"]}],"countries":["PH","US"],"is_corresponding":false,"raw_author_name":"J. P. Petronilo","raw_affiliation_strings":["De La Salle Health Sciences Institute, Dasmarinas, PH","Dept. of Radiol., De La Salle Health Sci. Inst., Cavite, Philippines"],"affiliations":[{"raw_affiliation_string":"De La Salle Health Sciences Institute, Dasmarinas, PH","institution_ids":["https://openalex.org/I79905719"]},{"raw_affiliation_string":"Dept. of Radiol., De La Salle Health Sci. Inst., Cavite, Philippines","institution_ids":["https://openalex.org/I47652572"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5046712450"],"corresponding_institution_ids":["https://openalex.org/I5996616"],"apc_list":null,"apc_paid":null,"fwci":0.9618,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.82436105,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"8","issue":null,"first_page":"112","last_page":"116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13674","display_name":"Computer Science and Engineering","score":0.9914000034332275,"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"}},"topics":[{"id":"https://openalex.org/T13674","display_name":"Computer Science and Engineering","score":0.9914000034332275,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9758999943733215,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/histogram-equalization","display_name":"Histogram equalization","score":0.7902216911315918},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6688476800918579},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6636885404586792},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.6577911376953125},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6192277669906616},{"id":"https://openalex.org/keywords/chest-radiograph","display_name":"Chest radiograph","score":0.5846482515335083},{"id":"https://openalex.org/keywords/adaptive-histogram-equalization","display_name":"Adaptive histogram equalization","score":0.5606532096862793},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5100765824317932},{"id":"https://openalex.org/keywords/pneumothorax","display_name":"Pneumothorax","score":0.45591577887535095},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39659249782562256},{"id":"https://openalex.org/keywords/radiography","display_name":"Radiography","score":0.31545543670654297},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.20485031604766846},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19327393174171448},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.15030300617218018}],"concepts":[{"id":"https://openalex.org/C136943445","wikidata":"https://www.wikidata.org/wiki/Q1970240","display_name":"Histogram equalization","level":4,"score":0.7902216911315918},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6688476800918579},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6636885404586792},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.6577911376953125},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6192277669906616},{"id":"https://openalex.org/C2781137159","wikidata":"https://www.wikidata.org/wiki/Q1283318","display_name":"Chest radiograph","level":3,"score":0.5846482515335083},{"id":"https://openalex.org/C30387639","wikidata":"https://www.wikidata.org/wiki/Q4680744","display_name":"Adaptive histogram equalization","level":5,"score":0.5606532096862793},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5100765824317932},{"id":"https://openalex.org/C2778329176","wikidata":"https://www.wikidata.org/wiki/Q203601","display_name":"Pneumothorax","level":2,"score":0.45591577887535095},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39659249782562256},{"id":"https://openalex.org/C36454342","wikidata":"https://www.wikidata.org/wiki/Q245341","display_name":"Radiography","level":2,"score":0.31545543670654297},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.20485031604766846},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19327393174171448},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.15030300617218018}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ismict.2013.6521711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ismict.2013.6521711","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 7th International Symposium on Medical Information and Communication Technology (ISMICT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1510123516","https://openalex.org/W2008056655","https://openalex.org/W2084134149","https://openalex.org/W2141209692","https://openalex.org/W2164641162","https://openalex.org/W2268306274","https://openalex.org/W2546783552","https://openalex.org/W2800394774","https://openalex.org/W2942670172","https://openalex.org/W3147002886","https://openalex.org/W6762311313","https://openalex.org/W6776565550"],"related_works":["https://openalex.org/W2057981026","https://openalex.org/W2256021896","https://openalex.org/W2122866860","https://openalex.org/W2165297163","https://openalex.org/W2134986978","https://openalex.org/W2398368608","https://openalex.org/W1583737874","https://openalex.org/W1994424557","https://openalex.org/W2024449420","https://openalex.org/W3084145657"],"abstract_inverted_index":{"A":[0],"radiograph":[1],"is":[2,27],"a":[3,21,34],"visualization":[4],"aid":[5],"that":[6,36],"physicians":[7],"use":[8],"in":[9],"identifying":[10],"lung":[11,47],"abnormalities.":[12],"Although":[13],"digitized":[14],"x-ray":[15],"images":[16],"are":[17],"available,":[18],"diagnosis":[19],"by":[20,72],"medical":[22],"expert":[23],"through":[24],"pattern":[25,41],"recognition":[26,42],"done":[28],"manually.":[29],"Thus,":[30],"this":[31],"paper":[32],"presents":[33],"system":[35,63],"utilizes":[37],"machine":[38],"learning":[39],"for":[40],"and":[43,53,70],"classification":[44],"of":[45,68],"three":[46],"conditions,":[48],"namely":[49],"Normal,":[50],"Pleural":[51],"Effusion":[52],"Pneumothorax":[54],"cases.":[55],"Using":[56],"two":[57],"histogram":[58],"equalization":[59],"techniques,":[60],"the":[61],"designed":[62],"achieves":[64],"an":[65],"accuracy":[66],"rate":[67],"76.19%":[69],"78.10%":[71],"using":[73],"Sequential":[74],"Minimal":[75],"Optimization":[76],"(SMO).":[77]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}