{"id":"https://openalex.org/W2893569625","doi":"https://doi.org/10.1109/icton.2018.8473668","title":"Towards Automated Tissue Characterization Using Parallel Bag-of-Features Experts Dealing with Two-Photon Excitation Fluorescence and Second Harmonic Generation Microscopy Datasets","display_name":"Towards Automated Tissue Characterization Using Parallel Bag-of-Features Experts Dealing with Two-Photon Excitation Fluorescence and Second Harmonic Generation Microscopy Datasets","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2893569625","doi":"https://doi.org/10.1109/icton.2018.8473668","mag":"2893569625"},"language":"en","primary_location":{"id":"doi:10.1109/icton.2018.8473668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icton.2018.8473668","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 20th International Conference on Transparent Optical Networks (ICTON)","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/A5077669891","display_name":"Stefan G. Stanciu","orcid":"https://orcid.org/0000-0002-1676-3040"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Stefan G. Stanciu","raw_affiliation_strings":["Center for Microscopy-Microanalysis and Information Processing, University Politehnica of Bucharest, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Center for Microscopy-Microanalysis and Information Processing, University Politehnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008094466","display_name":"Radu Hristu","orcid":"https://orcid.org/0000-0001-8051-8253"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Radu Hristu","raw_affiliation_strings":["Center for Microscopy-Microanalysis and Information Processing, University Politehnica of Bucharest, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Center for Microscopy-Microanalysis and Information Processing, University Politehnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058931656","display_name":"Adrian Dumitru","orcid":"https://orcid.org/0000-0003-3784-7355"},"institutions":[{"id":"https://openalex.org/I162051807","display_name":"Carol Davila University of Medicine and Pharmacy","ror":"https://ror.org/04fm87419","country_code":"RO","type":"education","lineage":["https://openalex.org/I162051807"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Adrian Dumitru","raw_affiliation_strings":["Department of Pathology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Pathology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania","institution_ids":["https://openalex.org/I162051807"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055632985","display_name":"Roxana Buga","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Roxana M. Buga","raw_affiliation_strings":["Center for Microscopy-Microanalysis and Information Processing, University Politehnica of Bucharest, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Center for Microscopy-Microanalysis and Information Processing, University Politehnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012465506","display_name":"Tiberiu Totu","orcid":"https://orcid.org/0000-0001-8268-1740"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Tiberiu Totu","raw_affiliation_strings":["Center for Microscopy-Microanalysis and Information Processing, University Politehnica of Bucharest, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Center for Microscopy-Microanalysis and Information Processing, University Politehnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083743189","display_name":"Marius Popescu","orcid":"https://orcid.org/0000-0003-4158-3911"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Marius Popescu","raw_affiliation_strings":["Center for Microscopy-Microanalysis and Information Processing, University Politehnica of Bucharest, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Center for Microscopy-Microanalysis and Information Processing, University Politehnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052926136","display_name":"Mariana Costache","orcid":"https://orcid.org/0000-0002-3919-862X"},"institutions":[{"id":"https://openalex.org/I162051807","display_name":"Carol Davila University of Medicine and Pharmacy","ror":"https://ror.org/04fm87419","country_code":"RO","type":"education","lineage":["https://openalex.org/I162051807"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Mariana Costache","raw_affiliation_strings":["Department of Pathology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania"],"affiliations":[{"raw_affiliation_string":"Department of Pathology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania","institution_ids":["https://openalex.org/I162051807"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5077669891"],"corresponding_institution_ids":["https://openalex.org/I61641377"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07308576,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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/T11970","display_name":"Molecular Biology Techniques and Applications","score":0.9904000163078308,"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"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9745000004768372,"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/characterization","display_name":"Characterization (materials science)","score":0.761104941368103},{"id":"https://openalex.org/keywords/microscopy","display_name":"Microscopy","score":0.7025655508041382},{"id":"https://openalex.org/keywords/two-photon-excitation-microscopy","display_name":"Two-photon excitation microscopy","score":0.6271072626113892},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6250327229499817},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.528333306312561},{"id":"https://openalex.org/keywords/multiphoton-fluorescence-microscope","display_name":"Multiphoton fluorescence microscope","score":0.5254313349723816},{"id":"https://openalex.org/keywords/second-harmonic-generation","display_name":"Second-harmonic generation","score":0.5111814141273499},{"id":"https://openalex.org/keywords/fluorescence-microscope","display_name":"Fluorescence microscope","score":0.5109025835990906},{"id":"https://openalex.org/keywords/fluorescence","display_name":"Fluorescence","score":0.4470387399196625},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38224929571151733},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38001540303230286},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.3551006615161896},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3379104733467102},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.31762444972991943},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.1729704737663269},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13026535511016846},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10245850682258606}],"concepts":[{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.761104941368103},{"id":"https://openalex.org/C147080431","wikidata":"https://www.wikidata.org/wiki/Q1074953","display_name":"Microscopy","level":2,"score":0.7025655508041382},{"id":"https://openalex.org/C47785574","wikidata":"https://www.wikidata.org/wiki/Q373859","display_name":"Two-photon excitation microscopy","level":3,"score":0.6271072626113892},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6250327229499817},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.528333306312561},{"id":"https://openalex.org/C99288877","wikidata":"https://www.wikidata.org/wiki/Q373859","display_name":"Multiphoton fluorescence microscope","level":4,"score":0.5254313349723816},{"id":"https://openalex.org/C30713254","wikidata":"https://www.wikidata.org/wiki/Q1455635","display_name":"Second-harmonic generation","level":3,"score":0.5111814141273499},{"id":"https://openalex.org/C169274487","wikidata":"https://www.wikidata.org/wiki/Q840211","display_name":"Fluorescence microscope","level":3,"score":0.5109025835990906},{"id":"https://openalex.org/C91881484","wikidata":"https://www.wikidata.org/wiki/Q191807","display_name":"Fluorescence","level":2,"score":0.4470387399196625},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38224929571151733},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38001540303230286},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.3551006615161896},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3379104733467102},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.31762444972991943},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.1729704737663269},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13026535511016846},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10245850682258606},{"id":"https://openalex.org/C520434653","wikidata":"https://www.wikidata.org/wiki/Q38867","display_name":"Laser","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icton.2018.8473668","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icton.2018.8473668","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 20th International Conference on Transparent Optical Networks (ICTON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W134688180","https://openalex.org/W1761602920","https://openalex.org/W1787683252","https://openalex.org/W1943394565","https://openalex.org/W2010135967","https://openalex.org/W2043857439","https://openalex.org/W2056200523","https://openalex.org/W2077572701","https://openalex.org/W2081236070","https://openalex.org/W2150377199","https://openalex.org/W2151103935","https://openalex.org/W2152449524","https://openalex.org/W2395381865","https://openalex.org/W2493563732","https://openalex.org/W2550441537","https://openalex.org/W2794744817","https://openalex.org/W2804012064","https://openalex.org/W6749898470","https://openalex.org/W6751480749"],"related_works":["https://openalex.org/W4241709074","https://openalex.org/W4206210906","https://openalex.org/W4241983684","https://openalex.org/W2037608610","https://openalex.org/W2157527564","https://openalex.org/W1986979633","https://openalex.org/W2269675061","https://openalex.org/W2138209081","https://openalex.org/W2054812381","https://openalex.org/W1598185356"],"abstract_inverted_index":{"Label-free":[0],"tissue":[1,113,131],"imaging":[2,72],"with":[3,37,110,133],"Multiphoton":[4],"Microscopy":[5,13,19],"(MPM)":[6],"techniques":[7],"such":[8],"as":[9],"Two-Photon":[10],"Excitation":[11],"Fluorescence":[12],"(TPEF)":[14],"or":[15],"Second":[16],"Harmonic":[17],"Generation":[18],"(SHG)":[20],"can":[21,74],"provide":[22],"cues":[23],"of":[24,54,66,90,105,120,128],"similar":[25],"pathologic":[26],"relevance":[27],"to":[28,81],"the":[29,51,64,87,91,126],"information":[30,78,157],"collected":[31],"for":[32,50,96,141],"characterization":[33,53,132],"/":[34],"confirmation":[35],"purposes":[36],"traditional":[38],"histopathology":[39],"protocols":[40],"based":[41,112,145],"on":[42,125,146],"fixation":[43],"and":[44,100,102,137],"staining.":[45],"To":[46],"date,":[47],"various":[48],"approaches":[49],"automated":[52,97],"MPM":[55,71,142],"datasets":[56],"have":[57],"been":[58],"proposed,":[59],"but":[60],"usually":[61],"these":[62],"address":[63],"outputs":[65],"a":[67,103,139,153],"single":[68],"technique,":[69],"while":[70],"sessions":[73],"simultaneously":[75],"yield":[76],"multiple":[77,147],"categories":[79],"associated":[80],"distinct":[82],"modalities.":[83],"We":[84],"discuss":[85],"here":[86],"main":[88],"concepts":[89],"Bag-of-Features":[92],"(BoF)":[93],"paradigm":[94],"used":[95],"image":[98],"classification":[99,144],"retrieval,":[101],"series":[104],"past":[106],"experiments":[107],"that":[108,150],"dealt":[109],"BoF":[111,148],"characterization.":[114],"Further":[115],"on,":[116],"we":[117],"present":[118],"some":[119],"our":[121],"connected":[122],"efforts":[123],"placed":[124],"problem":[127],"human":[129],"epithelial":[130],"TPEF":[134],"&":[135],"SHG":[136],"introduce":[138],"concept":[140],"data":[143],"experts":[149],"utilize":[151],"in":[152],"parallel":[154],"manner":[155],"complementary":[156],"categories.":[158]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
