{"id":"https://openalex.org/W4391495223","doi":"https://doi.org/10.3233/idt-230307","title":"Crow search algorithm with deep transfer learning driven skin lesion detection on dermoscopic images","display_name":"Crow search algorithm with deep transfer learning driven skin lesion detection on dermoscopic images","publication_year":2024,"publication_date":"2024-02-02","ids":{"openalex":"https://openalex.org/W4391495223","doi":"https://doi.org/10.3233/idt-230307"},"language":"en","primary_location":{"id":"doi:10.3233/idt-230307","is_oa":true,"landing_page_url":"https://doi.org/10.3233/idt-230307","pdf_url":"https://content.iospress.com:443/download/intelligent-decision-technologies/idt230307?id=intelligent-decision-technologies%2Fidt230307","source":{"id":"https://openalex.org/S119727669","display_name":"Intelligent Decision Technologies","issn_l":"1872-4981","issn":["1872-4981","1875-8843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Decision Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://content.iospress.com:443/download/intelligent-decision-technologies/idt230307?id=intelligent-decision-technologies%2Fidt230307","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101883548","display_name":"Awanish Kumar Mishra","orcid":"https://orcid.org/0000-0002-6642-4135"},"institutions":[{"id":"https://openalex.org/I94234084","display_name":"Indian Institute of Technology Kanpur","ror":"https://ror.org/05pjsgx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I94234084"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Awanish Kumar Mishra","raw_affiliation_strings":["Computer Science and Engineering, Pranveer Singh Institute of Technology, Kanpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Pranveer Singh Institute of Technology, Kanpur, India","institution_ids":["https://openalex.org/I94234084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072540406","display_name":"Tarun Dhar Diwan","orcid":"https://orcid.org/0000-0002-4949-5193"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tarun Dhar Diwan","raw_affiliation_strings":["Information Technology, Government E R.R. Post Graduate Science College, Bilaspur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Technology, Government E R.R. Post Graduate Science College, Bilaspur, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066304376","display_name":"Indresh Kumar Gupta","orcid":"https://orcid.org/0000-0002-3172-5843"},"institutions":[{"id":"https://openalex.org/I88596544","display_name":"Universidade Lus\u00f3fona","ror":"https://ror.org/05xxfer42","country_code":"PT","type":"education","lineage":["https://openalex.org/I88596544"]},{"id":"https://openalex.org/I94234084","display_name":"Indian Institute of Technology Kanpur","ror":"https://ror.org/05pjsgx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I94234084"]}],"countries":["IN","PT"],"is_corresponding":true,"raw_author_name":"Indresh Kumar Gupta","raw_affiliation_strings":["COPELABS, Lus\u00f3fona University, Lisbon, Portugal","Computer Science and Engineering, Pranveer Singh Institute of Technology, Kanpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"COPELABS, Lus\u00f3fona University, Lisbon, Portugal","institution_ids":["https://openalex.org/I88596544"]},{"raw_affiliation_string":"Computer Science and Engineering, Pranveer Singh Institute of Technology, Kanpur, India","institution_ids":["https://openalex.org/I94234084"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085369779","display_name":"Sonu Agrawal","orcid":"https://orcid.org/0000-0002-2965-9744"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sonu Agrawal","raw_affiliation_strings":["Computer Science and Engineering, Shri Shankaracharya Technical Campus, Bhilai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Shri Shankaracharya Technical Campus, Bhilai, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5066304376"],"corresponding_institution_ids":["https://openalex.org/I88596544","https://openalex.org/I94234084"],"apc_list":null,"apc_paid":null,"fwci":0.9118,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7585088,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"18","issue":"1","first_page":"417","last_page":"426"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9987000226974487,"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"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9150999784469604,"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/T11448","display_name":"Face recognition and analysis","score":0.9144999980926514,"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":0.6999713182449341},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6970129013061523},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6861419081687927},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5337544083595276},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4572235941886902},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.4533015489578247},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45204901695251465},{"id":"https://openalex.org/keywords/skin-lesion","display_name":"Skin lesion","score":0.4460940957069397},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3720877766609192},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2729412913322449},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.11879655718803406}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6999713182449341},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6970129013061523},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6861419081687927},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5337544083595276},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4572235941886902},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.4533015489578247},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45204901695251465},{"id":"https://openalex.org/C2988168687","wikidata":"https://www.wikidata.org/wiki/Q949302","display_name":"Skin lesion","level":2,"score":0.4460940957069397},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3720877766609192},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2729412913322449},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.11879655718803406}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/idt-230307","is_oa":true,"landing_page_url":"https://doi.org/10.3233/idt-230307","pdf_url":"https://content.iospress.com:443/download/intelligent-decision-technologies/idt230307?id=intelligent-decision-technologies%2Fidt230307","source":{"id":"https://openalex.org/S119727669","display_name":"Intelligent Decision Technologies","issn_l":"1872-4981","issn":["1872-4981","1875-8843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Decision Technologies","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3233/idt-230307","is_oa":true,"landing_page_url":"https://doi.org/10.3233/idt-230307","pdf_url":"https://content.iospress.com:443/download/intelligent-decision-technologies/idt230307?id=intelligent-decision-technologies%2Fidt230307","source":{"id":"https://openalex.org/S119727669","display_name":"Intelligent Decision Technologies","issn_l":"1872-4981","issn":["1872-4981","1875-8843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Decision Technologies","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4391495223.pdf"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2899425762","https://openalex.org/W2940790545","https://openalex.org/W2963981679","https://openalex.org/W2994842153","https://openalex.org/W3037436903","https://openalex.org/W3048174094","https://openalex.org/W3081862855","https://openalex.org/W3094329596","https://openalex.org/W3108564701","https://openalex.org/W3118471509","https://openalex.org/W3157022347","https://openalex.org/W3158076558","https://openalex.org/W3215045605","https://openalex.org/W4214851542","https://openalex.org/W4226186048","https://openalex.org/W4281382197","https://openalex.org/W4321124047"],"related_works":["https://openalex.org/W4206357785","https://openalex.org/W3192840557","https://openalex.org/W4281381188","https://openalex.org/W2951211570","https://openalex.org/W3167935049","https://openalex.org/W3023427754","https://openalex.org/W4375928479","https://openalex.org/W3131673289","https://openalex.org/W3198847674","https://openalex.org/W3096913503"],"abstract_inverted_index":{"The":[0,119,198],"early":[1],"diagnosis":[2],"of":[3,7,41,126,180,201,207,240],"skin":[4,24,42,215,241],"cancer":[5],"is":[6,146],"paramount":[8],"importance":[9],"for":[10,142,148,163,177,194,234],"effective":[11,232],"patient":[12],"treatment.":[13],"Dermoscopy,":[14],"a":[15,27,127],"non-surgical":[16],"technique,":[17],"utilizes":[18,138],"precise":[19,195],"equipment":[20],"to":[21,54,92,131,151,223],"examine":[22],"the":[23,39,102,124,135,139,158,168,172,181,187,190,205,208,236],"and":[25,34,56,85,137,154,219,238],"plays":[26],"crucial":[28],"role":[29],"in":[30,214,243],"identifying":[31],"specific":[32],"features":[33,95],"patterns":[35,156],"that":[36],"may":[37],"indicate":[38],"presence":[40],"carcinoma.":[43],"In":[44],"recent":[45],"times,":[46],"machine":[47],"learning":[48,66],"(ML)":[49],"methods":[50],"have":[51],"been":[52],"developed":[53],"recognize":[55],"classify":[57],"dermoscopic":[58,244],"images":[59,136],"as":[60,74,76,230],"either":[61],"malignant":[62],"or":[63],"benign.":[64],"Deep":[65,107],"(DL)":[67],"systems,":[68],"including":[69],"Convolutional":[70],"Neural":[71],"Networks":[72],"(CNNs),":[73],"well":[75],"various":[77],"ML":[78],"models":[79],"like":[80],"Random":[81],"Forest":[82],"(RF)":[83],"classifiers":[84],"Support":[86],"Vector":[87],"Machine":[88],"(SVM),":[89],"are":[90,161],"employed":[91],"extract":[93],"relevant":[94],"from":[96,134],"these":[97],"images.":[98,245],"This":[99,226],"study":[100],"introduces":[101],"Crow":[103,173],"Search":[104,174],"Algorithm":[105,175],"with":[106,123],"Transfer":[108],"Learning":[109],"Driven":[110],"Skin":[111],"Lesion":[112],"Detection":[113],"on":[114],"Dermoscopic":[115],"Images":[116],"(CSADTL-SLD)":[117],"technique.":[118],"CSADTL-SLD":[120,169,209],"method":[121],"starts":[122],"application":[125],"median":[128],"filter":[129],"(MF)":[130],"remove":[132],"noise":[133],"GoogleNet":[140,145,182],"model":[141,193],"feature":[143,185],"extraction.":[144],"well-regarded":[147],"its":[149],"capacity":[150],"capture":[152],"intricate":[153],"meaningful":[155],"within":[157],"data,":[159],"which":[160],"essential":[162],"accurate":[164],"lesion":[165,196,216],"characterization.":[166],"Furthermore,":[167],"technique":[170],"applies":[171],"(CSA)":[176],"parameter":[178],"tuning":[179],"model.":[183],"After":[184],"selection,":[186],"system":[188],"employs":[189],"MLP":[191],"classification":[192,239],"categorization.":[197],"comprehensive":[199],"results":[200],"this":[202],"research":[203],"demonstrate":[204],"superiority":[206],"algorithm,":[210],"showing":[211],"significant":[212],"enhancements":[213],"detection":[217,237],"accuracy":[218],"robustness":[220],"when":[221],"compared":[222],"existing":[224],"methods.":[225],"approach":[227],"holds":[228],"promise":[229],"an":[231],"solution":[233],"automating":[235],"lesions":[242]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
