{"id":"https://openalex.org/W2058894953","doi":"https://doi.org/10.1109/isbi.2014.6867817","title":"OCM image texture analysis for tissue classification","display_name":"OCM image texture analysis for tissue classification","publication_year":2014,"publication_date":"2014-04-01","ids":{"openalex":"https://openalex.org/W2058894953","doi":"https://doi.org/10.1109/isbi.2014.6867817","mag":"2058894953"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2014.6867817","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2014.6867817","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 11th 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/A5047778264","display_name":"Sunhua Wan","orcid":null},"institutions":[{"id":"https://openalex.org/I186143895","display_name":"Lehigh University","ror":"https://ror.org/012afjb06","country_code":"US","type":"education","lineage":["https://openalex.org/I186143895"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sunhua Wan","raw_affiliation_strings":["Department of Computer Science and Engineering, Lehigh University, Bethlehem, PA, USA","Department of Computer Science and Engineering, Lehigh University, Bethlehem , PA, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Lehigh University, Bethlehem, PA, USA","institution_ids":["https://openalex.org/I186143895"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Lehigh University, Bethlehem , PA, USA#TAB#","institution_ids":["https://openalex.org/I186143895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009010932","display_name":"Hsiang\u2010Chieh Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hsiang-Chieh Lee","raw_affiliation_strings":["EECS and RLE, Massachusetts Institute of Technology, Cambridge, Massachusetts","EECS and RLE, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EECS and RLE, Massachusetts Institute of Technology, Cambridge, Massachusetts","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"EECS and RLE, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019768182","display_name":"James G. Fujimoto","orcid":"https://orcid.org/0000-0002-0828-4357"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James G. Fujimoto","raw_affiliation_strings":["EECS and RLE, Massachusetts Institute of Technology, Cambridge, Massachusetts","EECS and RLE, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EECS and RLE, Massachusetts Institute of Technology, Cambridge, Massachusetts","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"EECS and RLE, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000467703","display_name":"Xiaolei Huang","orcid":"https://orcid.org/0000-0003-2338-6535"},"institutions":[{"id":"https://openalex.org/I186143895","display_name":"Lehigh University","ror":"https://ror.org/012afjb06","country_code":"US","type":"education","lineage":["https://openalex.org/I186143895"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaolei Huang","raw_affiliation_strings":["Department of Computer Science and Engineering, Lehigh University, Bethlehem, PA, USA","Department of Computer Science and Engineering, Lehigh University, Bethlehem , PA, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Lehigh University, Bethlehem, PA, USA","institution_ids":["https://openalex.org/I186143895"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Lehigh University, Bethlehem , PA, USA#TAB#","institution_ids":["https://openalex.org/I186143895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009122132","display_name":"Chao Zhou","orcid":"https://orcid.org/0000-0002-8679-3413"},"institutions":[{"id":"https://openalex.org/I186143895","display_name":"Lehigh University","ror":"https://ror.org/012afjb06","country_code":"US","type":"education","lineage":["https://openalex.org/I186143895"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chao Zhou","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Lehigh University, Bethlehem, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Lehigh University, Bethlehem, PA, USA","institution_ids":["https://openalex.org/I186143895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3848,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.644611,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"14","issue":null,"first_page":"93","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9993000030517578,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9944000244140625,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9934999942779541,"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/local-binary-patterns","display_name":"Local binary patterns","score":0.9449610114097595},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8028443455696106},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.7462202906608582},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7342365980148315},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6355268955230713},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5547847151756287},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5165416598320007},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4868568778038025},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.42540544271469116},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4208236634731293},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.406521201133728},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2823556065559387},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.25520026683807373},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.18408271670341492}],"concepts":[{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.9449610114097595},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8028443455696106},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.7462202906608582},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7342365980148315},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6355268955230713},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5547847151756287},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5165416598320007},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4868568778038025},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.42540544271469116},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4208236634731293},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.406521201133728},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2823556065559387},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.25520026683807373},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.18408271670341492},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2014.6867817","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2014.6867817","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2054019556","https://openalex.org/W2058307353","https://openalex.org/W2071957599","https://openalex.org/W2104955141","https://openalex.org/W2106053110","https://openalex.org/W2113057839","https://openalex.org/W2130556178","https://openalex.org/W2147141800","https://openalex.org/W2163352848","https://openalex.org/W2418802570","https://openalex.org/W2548197316","https://openalex.org/W2980468885","https://openalex.org/W4212817109","https://openalex.org/W6675785006"],"related_works":["https://openalex.org/W3204374377","https://openalex.org/W1823469724","https://openalex.org/W2373150368","https://openalex.org/W2151854763","https://openalex.org/W2783118371","https://openalex.org/W2766950897","https://openalex.org/W2005234362","https://openalex.org/W2162970382","https://openalex.org/W1997235926","https://openalex.org/W2134401318"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,37,68,83],"texture":[4],"analysis":[5],"technique":[6],"applied":[7],"on":[8],"human":[9],"breast":[10,21],"Optical":[11],"Coherence":[12],"Microscopy":[13],"(OCM)":[14],"images":[15],"to":[16,33,58],"classify":[17],"different":[18],"types":[19],"of":[20,40,71],"tissues.":[22],"Local":[23],"binary":[24],"pattern":[25],"(LBP)":[26],"image":[27],"features":[28],"are":[29],"extracted.":[30],"In":[31],"order":[32],"improve":[34,59],"classification":[35,60,78],"precision,":[36],"new":[38,49],"variant":[39],"LBP":[41,44,50,56,72],"feature,":[42],"average":[43],"(ALBP)":[45],"is":[46,51,80],"proposed.":[47],"The":[48],"integrated":[52],"with":[53,88],"the":[54],"original":[55],"feature":[57],"precision.":[61],"Our":[62],"experiments":[63],"show":[64],"that":[65],"by":[66],"integrating":[67],"selected":[69],"set":[70],"and":[73],"ALBP":[74],"features,":[75],"very":[76],"high":[77],"accuracy":[79],"achieved":[81],"using":[82],"AdaBoost":[84],"meta":[85],"classifier":[86],"combined":[87],"neural":[89],"network":[90],"weak":[91],"classifiers.":[92]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
