{"id":"https://openalex.org/W4401750121","doi":"https://doi.org/10.1109/isbi56570.2024.10635328","title":"RadPleura: A Radiomics-Based Framework for Lung Pleura Classification in Histology Images from Interstitial Lung Diseases","display_name":"RadPleura: A Radiomics-Based Framework for Lung Pleura Classification in Histology Images from Interstitial Lung Diseases","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401750121","doi":"https://doi.org/10.1109/isbi56570.2024.10635328"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635328","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi56570.2024.10635328","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","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/A5108000814","display_name":"Oscar Cuadros Linares","orcid":"https://orcid.org/0000-0003-1454-399X"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Oscar Cuadros Linares","raw_affiliation_strings":["University of Campinas (Unicamp),Artificial Intelligence Lab., Recod.ai, Institute of Computing,Brazil,SP 13083-970"],"affiliations":[{"raw_affiliation_string":"University of Campinas (Unicamp),Artificial Intelligence Lab., Recod.ai, Institute of Computing,Brazil,SP 13083-970","institution_ids":["https://openalex.org/I181391015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011025001","display_name":"Ivar Vargas Belizario","orcid":"https://orcid.org/0000-0001-5970-2283"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ivar Vargas Belizario","raw_affiliation_strings":["University of Sao Paulo,Faculty of Medicine,Ribeirao Preto,SP,Brazil,14049-900"],"affiliations":[{"raw_affiliation_string":"University of Sao Paulo,Faculty of Medicine,Ribeirao Preto,SP,Brazil,14049-900","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042386818","display_name":"Sabrina Setembre Batah","orcid":"https://orcid.org/0000-0002-9694-3489"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Sabrina Setembre Batah","raw_affiliation_strings":["University of Sao Paulo,Faculty of Medicine,Ribeirao Preto,SP,Brazil,14049-900"],"affiliations":[{"raw_affiliation_string":"University of Sao Paulo,Faculty of Medicine,Ribeirao Preto,SP,Brazil,14049-900","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077191719","display_name":"Bernd Hamann","orcid":"https://orcid.org/0000-0002-3579-5005"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bernd Hamann","raw_affiliation_strings":["University of California,Department of Computer Science,Davis,CA,U.S.A,95616"],"affiliations":[{"raw_affiliation_string":"University of California,Department of Computer Science,Davis,CA,U.S.A,95616","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050278072","display_name":"Alexandre Todorovic Fabro","orcid":"https://orcid.org/0000-0002-7687-3161"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Alexandre Todorovic Fabro","raw_affiliation_strings":["University of Sao Paulo,Faculty of Medicine,Ribeirao Preto,SP,Brazil,14049-900"],"affiliations":[{"raw_affiliation_string":"University of Sao Paulo,Faculty of Medicine,Ribeirao Preto,SP,Brazil,14049-900","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061259545","display_name":"Paulo Mazzoncini de Azevedo\u2010Marques","orcid":"https://orcid.org/0000-0002-7271-2774"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Paulo M. Azevedo-Marques","raw_affiliation_strings":["University of Sao Paulo,Faculty of Medicine,Ribeirao Preto,SP,Brazil,14049-900"],"affiliations":[{"raw_affiliation_string":"University of Sao Paulo,Faculty of Medicine,Ribeirao Preto,SP,Brazil,14049-900","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014783020","display_name":"Agma J. M. Traina","orcid":"https://orcid.org/0000-0003-4929-7258"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Agma J. M. Traina","raw_affiliation_strings":["University of Sao Paulo (USP),Institute of Mathematics and Computer Science (ICMC),Sao Carlos,SP,Brazil,13566-590"],"affiliations":[{"raw_affiliation_string":"University of Sao Paulo (USP),Institute of Mathematics and Computer Science (ICMC),Sao Carlos,SP,Brazil,13566-590","institution_ids":["https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5108000814"],"corresponding_institution_ids":["https://openalex.org/I181391015"],"apc_list":null,"apc_paid":null,"fwci":0.406,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64232207,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9991999864578247,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9743000268936157,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/radiomics","display_name":"Radiomics","score":0.8582166433334351},{"id":"https://openalex.org/keywords/histology","display_name":"Histology","score":0.6910102367401123},{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.6726416945457458},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5303388833999634},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.4676513075828552},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4057149887084961},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.37105873227119446},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08720457553863525}],"concepts":[{"id":"https://openalex.org/C2778559731","wikidata":"https://www.wikidata.org/wiki/Q23808793","display_name":"Radiomics","level":2,"score":0.8582166433334351},{"id":"https://openalex.org/C57742111","wikidata":"https://www.wikidata.org/wiki/Q7168","display_name":"Histology","level":2,"score":0.6910102367401123},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.6726416945457458},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5303388833999634},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.4676513075828552},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4057149887084961},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.37105873227119446},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08720457553863525}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635328","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/isbi56570.2024.10635328","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320317364","display_name":"BD","ror":"https://ror.org/048vrgr14"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1984692997","https://openalex.org/W2014915963","https://openalex.org/W2037586865","https://openalex.org/W2040108198","https://openalex.org/W2103004421","https://openalex.org/W2103243046","https://openalex.org/W2138825607","https://openalex.org/W2144014825","https://openalex.org/W2416914730","https://openalex.org/W2767128594","https://openalex.org/W2952481429","https://openalex.org/W2963234501","https://openalex.org/W2966692964","https://openalex.org/W3081982321","https://openalex.org/W3192919049"],"related_works":["https://openalex.org/W3000891326","https://openalex.org/W4205100762","https://openalex.org/W2734724112","https://openalex.org/W2582997534","https://openalex.org/W3009210156","https://openalex.org/W4388577230","https://openalex.org/W4385221818","https://openalex.org/W3030796519","https://openalex.org/W4383892348","https://openalex.org/W4390866092"],"abstract_inverted_index":{"Lung":[0],"pleura":[1,39,75,108,150,173],"is":[2,26,29,35,50,60,160],"a":[3,16,24,63,72,81,94,102,114,139,169],"reference":[4],"structure":[5],"for":[6,12,54,62,74,97,149,172],"the":[7,13,38,55,153,161,181],"identification":[8],"of":[9,15,77,93,130,141,155],"histological":[10],"characteristics":[11],"recognition":[14],"pathological":[17],"interstitial":[18],"lung":[19,142],"disease":[20],"(ILD)":[21],"pattern.":[22],"When":[23],"pattern":[25],"found,":[27],"it":[28,34,106],"important":[30,61],"to":[31,37,40,165],"know":[32],"whether":[33],"close":[36],"determine":[41],"its":[42],"specific":[43],"type":[44],"and":[45,52,91,109,119,133,167],"severity.":[46],"This":[47],"manual":[48],"process":[49],"tedious":[51],"laborious":[53],"pathologist.":[56],"Automating":[57],"this":[58,158],"task":[59],"complete":[64],"computed-system-assisted":[65],"ILD":[66,98],"diagnostic":[67],"process.":[68],"We":[69,136],"introduce":[70],"\"RadPleura\"":[71],"framework":[73,85,183],"classification":[76],"histopathological":[78],"images":[79,144],"using":[80,111],"radiomics-based":[82],"approach.":[83],"Our":[84,124],"performs":[86],"image":[87],"pre-processing,":[88],"region-of-interest":[89],"segmentation,":[90],"extraction":[92],"radiomic-signature":[95],"suited":[96],"classification.":[99,151,174],"To":[100,152],"evaluate":[101],"radiomic-signature,":[103],"we":[104],"classify":[105],"into":[107,180],"non-pleura,":[110],"two":[112],"classifiers,":[113],"Support":[115],"Vector":[116],"Machine":[117],"(SVM)":[118,132],"Gradient-boosted":[120],"Decision":[121],"Tree":[122],"(GBD).":[123,135],"experiments":[125],"are":[126],"promising,":[127],"producing":[128],"F-scores":[129],"92%":[131],"91%":[134],"also":[137],"created":[138],"dataset":[140],"histopathology":[143],"with":[145],"respective":[146],"ground":[147],"truth":[148],"best":[154],"our":[156],"knowledge,":[157],"study":[159],"first":[162],"published":[163],"attempt":[164],"explore":[166],"develop":[168],"radiomic":[170],"signature":[171],"The":[175],"methods":[176],"have":[177],"been":[178],"integrated":[179],"RadPleura":[182],"developed.":[184]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}