{"id":"https://openalex.org/W3008569881","doi":"https://doi.org/10.1117/12.2548625","title":"Classification of skin-cancer lesions based on Fluorescence Lifetime Imaging","display_name":"Classification of skin-cancer lesions based on Fluorescence Lifetime Imaging","publication_year":2020,"publication_date":"2020-02-28","ids":{"openalex":"https://openalex.org/W3008569881","doi":"https://doi.org/10.1117/12.2548625","mag":"3008569881"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2548625","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5029563560","display_name":"Priyanka Vasanthakumari","orcid":"https://orcid.org/0000-0003-0822-5936"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"funder","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Priyanka Vasanthakumari","raw_affiliation_strings":["Texas A&M Univ. (United States)"],"affiliations":[{"raw_affiliation_string":"Texas A&M Univ. (United States)","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066272158","display_name":"Renan Arnon Romano","orcid":"https://orcid.org/0000-0003-4408-8393"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"funder","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Renan A. Romano","raw_affiliation_strings":["Univ. of S\u00e3o Paulo (Brazil)"],"affiliations":[{"raw_affiliation_string":"Univ. of S\u00e3o Paulo (Brazil)","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028444622","display_name":"Ramon Gabriel Teixeira Rosa","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"funder","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ramon Gabriel Teixeira Rosa","raw_affiliation_strings":["University of S\u00e3o Paulo, Brazil#TAB#"],"affiliations":[{"raw_affiliation_string":"University of S\u00e3o Paulo, Brazil#TAB#","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080989188","display_name":"Ana Gabriela S\u00e1lvio","orcid":"https://orcid.org/0000-0003-1676-952X"},"institutions":[{"id":"https://openalex.org/I4210112644","display_name":"Hospital Amaral Carvalho","ror":"https://ror.org/02dngnr16","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210112644"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ana G. Salvio","raw_affiliation_strings":["Hospital Amaral Carvalho (Brazil)"],"affiliations":[{"raw_affiliation_string":"Hospital Amaral Carvalho (Brazil)","institution_ids":["https://openalex.org/I4210112644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006531736","display_name":"Vladislav V. Yakovlev","orcid":"https://orcid.org/0000-0002-4557-1013"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"funder","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vladislav Yakovlev","raw_affiliation_strings":["Texas A&M Univ. (United States)"],"affiliations":[{"raw_affiliation_string":"Texas A&M Univ. (United States)","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056968740","display_name":"Cristina Kurachi","orcid":"https://orcid.org/0000-0001-7175-5337"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"funder","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Cristina Kurachi","raw_affiliation_strings":["Univ. of S\u00e3o Paulo (Brazil)"],"affiliations":[{"raw_affiliation_string":"Univ. of S\u00e3o Paulo (Brazil)","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081309316","display_name":"Javier A. Jo","orcid":"https://orcid.org/0000-0001-6368-2246"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"funder","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Javier A. Jo","raw_affiliation_strings":["The Univ. of Oklahoma (United States)"],"affiliations":[{"raw_affiliation_string":"The Univ. of Oklahoma (United States)","institution_ids":["https://openalex.org/I8692664"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.477,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.579648,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":84,"max":85},"biblio":{"volume":null,"issue":null,"first_page":"34","last_page":"34"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9944,"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":0.9944,"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.989,"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/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9832,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/fluorescence-lifetime-imaging-microscopy","display_name":"Fluorescence-lifetime imaging microscopy","score":0.46938726}],"concepts":[{"id":"https://openalex.org/C2777789703","wikidata":"https://www.wikidata.org/wiki/Q192102","display_name":"Skin cancer","level":3,"score":0.69311905},{"id":"https://openalex.org/C2777658100","wikidata":"https://www.wikidata.org/wiki/Q180614","display_name":"Melanoma","level":2,"score":0.5765301},{"id":"https://openalex.org/C2778804307","wikidata":"https://www.wikidata.org/wiki/Q809758","display_name":"Basal cell carcinoma","level":3,"score":0.5458742},{"id":"https://openalex.org/C57477423","wikidata":"https://www.wikidata.org/wiki/Q1434196","display_name":"Fluorescence-lifetime imaging microscopy","level":3,"score":0.46938726},{"id":"https://openalex.org/C2775934546","wikidata":"https://www.wikidata.org/wiki/Q179991","display_name":"Biopsy","level":2,"score":0.4388129},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.41865537},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.415029},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4021612},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.3447728},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33665},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3229733},{"id":"https://openalex.org/C3019992690","wikidata":"https://www.wikidata.org/wiki/Q92767510","display_name":"Basal cell","level":2,"score":0.31689876},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.28380853},{"id":"https://openalex.org/C91881484","wikidata":"https://www.wikidata.org/wiki/Q191807","display_name":"Fluorescence","level":2,"score":0.1394822},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07266188},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2548625","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.86}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4282821467","https://openalex.org/W3117633420","https://openalex.org/W3023377203","https://openalex.org/W2885487958","https://openalex.org/W2593566535","https://openalex.org/W2420585378","https://openalex.org/W2408887968","https://openalex.org/W2398347203","https://openalex.org/W2318952204","https://openalex.org/W2038814534"],"abstract_inverted_index":{"Every":[0],"year":[1],"more":[2,56],"than":[3,57],"5.4":[4],"million":[5,59],"new":[6],"cases":[7],"of":[8,32,79,85,147,170,189,213],"skin":[9,34,38,149],"cancer":[10,35],"are":[11],"reported":[12],"in":[13,66,90],"the":[14,18,46,67,80,97,110,141,148,161,171,175,208,211,214],"US.":[15],"Melanoma":[16,105],"is":[17,45,106,180],"most":[19,47],"lethal":[20],"type":[21,53],"with":[22],"only":[23],"5%":[24],"occurrence":[25],"rate,":[26],"but":[27],"accounts":[28],"for":[29,109,191,224],"over":[30],"75%":[31],"all":[33],"deaths.":[36],"Non-melanoma":[37],"cancer,":[39],"especially":[40],"basal":[41],"cell":[42],"carcinoma":[43],"(BCC)":[44],"commonly":[48],"occurring":[49],"and":[50,61,124,155,184,210,237],"often":[51,107],"curable":[52],"that":[54,167,206],"affects":[55],"3":[58],"people":[60],"causes":[62],"about":[63],"2000":[64],"deaths":[65],"US":[68],"annually.":[69],"The":[70,82],"current":[71],"diagnosis":[72],"involves":[73],"visual":[74],"inspection,":[75],"followed":[76],"by":[77],"biopsy":[78],"lesions.":[81,104,126,157,246],"major":[83],"drawbacks":[84],"this":[86,128],"practice":[87],"include":[88],"difficulty":[89],"border":[91],"detection":[92],"causing":[93],"incomplete":[94],"treatment":[95],"and,":[96],"inability":[98],"to":[99,121,150],"distinguish":[100,152],"between":[101,153],"clinically":[102],"similar":[103],"mistaken":[108],"benign":[111,123,154,226],"lesion":[112],"pigmented":[113,229],"seborrheic":[114],"keratosis":[115],"(pSK),":[116],"making":[117],"it":[118],"extremely":[119],"important":[120],"differentiate":[122],"malignant":[125,156,228],"In":[127],"work,":[129],"a":[130,186,200],"novel":[131],"feature":[132],"extraction":[133],"algorithm":[134],"based":[135],"on":[136,140],"phasors":[137],"was":[138,222],"performed":[139],"Fluorescence":[142],"Lifetime":[143],"Imaging":[144],"(FLIM)":[145],"images":[146],"reliably":[151],"This":[158],"approach,":[159],"unlike":[160],"standard":[162],"FLIM":[163,194],"data":[164],"processing":[165],"method":[166],"requires":[168],"time-deconvolution":[169],"instrument":[172],"response":[173],"from":[174,227],"measured":[176],"time-resolved":[177],"fluorescence":[178],"signal,":[179],"computationally":[181],"much":[182],"simpler":[183],"provides":[185],"unique":[187],"set":[188],"features":[190,196],"classification.":[192],"Subsequently,":[193],"derived":[195],"were":[197],"selected":[198],"using":[199],"double":[201],"step":[202],"cross":[203],"validation":[204],"approach":[205],"assesses":[207],"reliability":[209],"performance":[212,221],"resultant":[215],"trained":[216],"classifier.":[217],"Promising":[218],"FLIM-based":[219],"classification":[220],"attained":[223],"detecting":[225],"(sensitivity:":[230,239],"~80%,":[231],"specificity:":[232,241],"79%,":[233],"overall":[234,243],"accuracy:":[235,244],"~79%)":[236],"nonpigmented":[238],"~88%,":[240],"83%,":[242],"~87%)":[245]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3008569881","counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2025-02-25T14:37:49.850675","created_date":"2020-03-06"}