{"id":"https://openalex.org/W2058501113","doi":"https://doi.org/10.1109/tbme.2012.2204747","title":"Classification of Endomicroscopic Images of the Lung Based on Random Subwindows and Extra-Trees","display_name":"Classification of Endomicroscopic Images of the Lung Based on Random Subwindows and Extra-Trees","publication_year":2012,"publication_date":"2012-08-13","ids":{"openalex":"https://openalex.org/W2058501113","doi":"https://doi.org/10.1109/tbme.2012.2204747","mag":"2058501113","pmid":"https://pubmed.ncbi.nlm.nih.gov/22907955"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2012.2204747","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2012.2204747","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5064747182","display_name":"Chesner D\u00e9sir","orcid":null},"institutions":[{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]},{"id":"https://openalex.org/I4210108118","display_name":"Laboratoire d'Informatique, du Traitement de l'Information et des Syst\u00e8mes","ror":"https://ror.org/01f1vfy95","country_code":"FR","type":"facility","lineage":["https://openalex.org/I141576021","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210108118","https://openalex.org/I62396329","https://openalex.org/I88814501"]},{"id":"https://openalex.org/I88814501","display_name":"Institut National des Sciences Appliqu\u00e9es Rouen Normandie","ror":"https://ror.org/020ws7586","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I88814501"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Chesner Desir","raw_affiliation_strings":["LITIS EA 4108, Universit\u00e9 de Rouen, 76801 Saint-Etienne-du-Rouvray, France. Chesner.Desir@univ-rouen.fr","LITIS EA 4108, Universit\u00e9 de Rouen, Saint-Etienne-du-Rouvray, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LITIS EA 4108, Universit\u00e9 de Rouen, 76801 Saint-Etienne-du-Rouvray, France. Chesner.Desir@univ-rouen.fr","institution_ids":["https://openalex.org/I4210108118","https://openalex.org/I88814501","https://openalex.org/I62396329"]},{"raw_affiliation_string":"LITIS EA 4108, Universit\u00e9 de Rouen, Saint-Etienne-du-Rouvray, France","institution_ids":["https://openalex.org/I62396329","https://openalex.org/I4210108118"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010409710","display_name":"Caroline Petitjean","orcid":"https://orcid.org/0000-0003-0013-5370"},"institutions":[{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]},{"id":"https://openalex.org/I4210108118","display_name":"Laboratoire d'Informatique, du Traitement de l'Information et des Syst\u00e8mes","ror":"https://ror.org/01f1vfy95","country_code":"FR","type":"facility","lineage":["https://openalex.org/I141576021","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210108118","https://openalex.org/I62396329","https://openalex.org/I88814501"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Caroline Petitjean","raw_affiliation_strings":["LITIS EA 4108, Universit\u00e9 de Rouen, Saint-Etienne-du-Rouvray, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LITIS EA 4108, Universit\u00e9 de Rouen, Saint-Etienne-du-Rouvray, France","institution_ids":["https://openalex.org/I62396329","https://openalex.org/I4210108118"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007251630","display_name":"Laurent Heutte","orcid":"https://orcid.org/0000-0003-4740-9770"},"institutions":[{"id":"https://openalex.org/I4210108118","display_name":"Laboratoire d'Informatique, du Traitement de l'Information et des Syst\u00e8mes","ror":"https://ror.org/01f1vfy95","country_code":"FR","type":"facility","lineage":["https://openalex.org/I141576021","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210108118","https://openalex.org/I62396329","https://openalex.org/I88814501"]},{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laurent Heutte","raw_affiliation_strings":["LITIS EA 4108, Universit\u00e9 de Rouen, Saint-Etienne-du-Rouvray, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LITIS EA 4108, Universit\u00e9 de Rouen, Saint-Etienne-du-Rouvray, France","institution_ids":["https://openalex.org/I62396329","https://openalex.org/I4210108118"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103277290","display_name":"Mathieu Sala\u00fcn","orcid":"https://orcid.org/0000-0003-1430-6396"},"institutions":[{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]},{"id":"https://openalex.org/I4210108118","display_name":"Laboratoire d'Informatique, du Traitement de l'Information et des Syst\u00e8mes","ror":"https://ror.org/01f1vfy95","country_code":"FR","type":"facility","lineage":["https://openalex.org/I141576021","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210108118","https://openalex.org/I62396329","https://openalex.org/I88814501"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mathieu Salaun","raw_affiliation_strings":["Clinique Pneumologique, Rouen University Hospital, Rouen, France","LITIS EA 4108, Universit\u00e9 de Rouen, Saint-Etienne-du-Rouvray, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinique Pneumologique, Rouen University Hospital, Rouen, France","institution_ids":["https://openalex.org/I62396329"]},{"raw_affiliation_string":"LITIS EA 4108, Universit\u00e9 de Rouen, Saint-Etienne-du-Rouvray, France","institution_ids":["https://openalex.org/I62396329","https://openalex.org/I4210108118"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070551146","display_name":"Luc Thiberville","orcid":"https://orcid.org/0000-0001-5761-5581"},"institutions":[{"id":"https://openalex.org/I4210108118","display_name":"Laboratoire d'Informatique, du Traitement de l'Information et des Syst\u00e8mes","ror":"https://ror.org/01f1vfy95","country_code":"FR","type":"facility","lineage":["https://openalex.org/I141576021","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210105918","https://openalex.org/I4210108118","https://openalex.org/I62396329","https://openalex.org/I88814501"]},{"id":"https://openalex.org/I62396329","display_name":"Universit\u00e9 de Rouen Normandie","ror":"https://ror.org/03nhjew95","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210105918","https://openalex.org/I62396329"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Luc Thiberville","raw_affiliation_strings":["Clinique Pneumologique, Rouen University Hospital, Rouen, France","LITIS EA 4108, Universit\u00e9 de Rouen, Saint-Etienne-du-Rouvray, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinique Pneumologique, Rouen University Hospital, Rouen, France","institution_ids":["https://openalex.org/I62396329"]},{"raw_affiliation_string":"LITIS EA 4108, Universit\u00e9 de Rouen, Saint-Etienne-du-Rouvray, France","institution_ids":["https://openalex.org/I62396329","https://openalex.org/I4210108118"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5064747182"],"corresponding_institution_ids":["https://openalex.org/I4210108118","https://openalex.org/I62396329","https://openalex.org/I88814501"],"apc_list":null,"apc_paid":null,"fwci":2.6522,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.90512761,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"59","issue":"9","first_page":"2677","last_page":"2683"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9916999936103821,"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/T10862","display_name":"AI in cancer detection","score":0.9916999936103821,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9746000170707703,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9606000185012817,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6973827481269836},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6856590509414673},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.614570677280426},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5911858081817627},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5470117926597595},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5229288339614868},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4993765354156494},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.46728619933128357},{"id":"https://openalex.org/keywords/binary-decision-diagram","display_name":"Binary decision diagram","score":0.46720048785209656},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4654363691806793},{"id":"https://openalex.org/keywords/local-binary-patterns","display_name":"Local binary patterns","score":0.4385870099067688},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.4265252351760864},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.1857585906982422},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.17827379703521729},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10880911350250244}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6973827481269836},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6856590509414673},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.614570677280426},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5911858081817627},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5470117926597595},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5229288339614868},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4993765354156494},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.46728619933128357},{"id":"https://openalex.org/C3309909","wikidata":"https://www.wikidata.org/wiki/Q864155","display_name":"Binary decision diagram","level":2,"score":0.46720048785209656},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4654363691806793},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.4385870099067688},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4265252351760864},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.1857585906982422},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.17827379703521729},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10880911350250244}],"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":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","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":"D011650","descriptor_name":"Pulmonary Alveoli","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D011650","descriptor_name":"Pulmonary Alveoli","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D011650","descriptor_name":"Pulmonary Alveoli","qualifier_ui":"Q000033","qualifier_name":"anatomy & histology","is_major_topic":false},{"descriptor_ui":"D011650","descriptor_name":"Pulmonary Alveoli","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D011650","descriptor_name":"Pulmonary Alveoli","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D011650","descriptor_name":"Pulmonary Alveoli","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D011650","descriptor_name":"Pulmonary Alveoli","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D011650","descriptor_name":"Pulmonary Alveoli","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D011650","descriptor_name":"Pulmonary Alveoli","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D011650","descriptor_name":"Pulmonary Alveoli","qualifier_ui":"Q000648","qualifier_name":"ultrastructure","is_major_topic":false},{"descriptor_ui":"D011650","descriptor_name":"Pulmonary Alveoli","qualifier_ui":"Q000648","qualifier_name":"ultrastructure","is_major_topic":false},{"descriptor_ui":"D011650","descriptor_name":"Pulmonary Alveoli","qualifier_ui":"Q000648","qualifier_name":"ultrastructure","is_major_topic":false},{"descriptor_ui":"D012907","descriptor_name":"Smoking","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D012907","descriptor_name":"Smoking","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D012907","descriptor_name":"Smoking","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D013906","descriptor_name":"Thoracoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013906","descriptor_name":"Thoracoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013906","descriptor_name":"Thoracoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018613","descriptor_name":"Microscopy, Confocal","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018613","descriptor_name":"Microscopy, Confocal","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018613","descriptor_name":"Microscopy, Confocal","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/tbme.2012.2204747","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2012.2204747","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:22907955","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22907955","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":"IEEE transactions on bio-medical engineering","raw_type":null},{"id":"pmh:oai:HAL:hal-00796593v1","is_oa":false,"landing_page_url":"https://hal.science/hal-00796593","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Biomedical Engineering, 2012, Volume 59, (Issue 9), pp. 2677- 2683. &#x27E8;10.1109/TBME.2012.2204747&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.6899999976158142,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W164854816","https://openalex.org/W1497261839","https://openalex.org/W1509177177","https://openalex.org/W1513238352","https://openalex.org/W1534477342","https://openalex.org/W1561618575","https://openalex.org/W1574818812","https://openalex.org/W1598876617","https://openalex.org/W1837544005","https://openalex.org/W2056132907","https://openalex.org/W2112076978","https://openalex.org/W2113846729","https://openalex.org/W2135526509","https://openalex.org/W2144012133","https://openalex.org/W2152548630","https://openalex.org/W2158698691","https://openalex.org/W2159780964","https://openalex.org/W2171896402","https://openalex.org/W2172196609","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W4212883601","https://openalex.org/W6632075054","https://openalex.org/W6634504512","https://openalex.org/W6676769703","https://openalex.org/W6685292306"],"related_works":["https://openalex.org/W2055219403","https://openalex.org/W2791313072","https://openalex.org/W3166997759","https://openalex.org/W2794489335","https://openalex.org/W2080437822","https://openalex.org/W2153027217","https://openalex.org/W2855870609","https://openalex.org/W1987527207","https://openalex.org/W3144203963","https://openalex.org/W2293488289"],"abstract_inverted_index":{"Recently,":[0],"the":[1,22,76,92,127],"in":[2],"vivo":[3],"imaging":[4],"of":[5,40,60,79,91],"pulmonary":[6],"alveoli":[7],"was":[8],"made":[9],"possible":[10],"thanks":[11],"to":[12,20,31,51,73,112,130],"confocal":[13,115],"microscopy.":[14],"For":[15],"these":[16,45],"images,":[17,81],"we":[18,82,121],"wish":[19],"aid":[21],"clinician":[23],"by":[24,86],"developing":[25],"a":[26,53,88,109,123],"computer-aided":[27],"diagnosis":[28],"system,":[29],"able":[30],"discriminate":[32],"between":[33],"healthy":[34],"and":[35,64],"pathological":[36],"subjects.":[37],"The":[38],"lack":[39],"expertise":[41],"currently":[42],"available":[43],"on":[44,57,95,126],"images":[46],"has":[47],"first":[48],"led":[49],"us":[50],"choose":[52],"generic":[54],"approach,":[55],"based":[56,94],"pixel-value":[58],"description":[59,90],"randomly":[61],"extracted":[62],"subwindows":[63],"decision":[65],"tree":[66],"ensemble":[67],"for":[68],"classification":[69],"(extra-trees).":[70],"In":[71,119],"order":[72],"deal":[74],"with":[75],"great":[77],"complexity":[78],"our":[80,102],"adapt":[83],"this":[84,106],"method":[85],"introducing":[87],"texture-based":[89],"subwindows,":[93],"local":[96],"binary":[97],"patterns.":[98],"We":[99],"show":[100],"through":[101],"experimental":[103],"protocol":[104],"that":[105],"adaptation":[107],"is":[108],"promising":[110],"way":[111],"classify":[113],"fibered":[114],"fluorescence":[116],"microscopy":[117],"images.":[118],"addition,":[120],"introduce":[122],"rejection":[124],"mechanism":[125],"classifier":[128],"output":[129],"prevent":[131],"nondetection":[132],"errors.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":3}],"updated_date":"2026-05-18T08:16:58.900851","created_date":"2025-10-10T00:00:00"}
