{"id":"https://openalex.org/W4401749888","doi":"https://doi.org/10.1109/isbi56570.2024.10635704","title":"A Wavelet Guided Attention Module for Skin Cancer Classification with Gradient-Based Feature Fusion","display_name":"A Wavelet Guided Attention Module for Skin Cancer Classification with Gradient-Based Feature Fusion","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401749888","doi":"https://doi.org/10.1109/isbi56570.2024.10635704"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635704","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635704","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 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/A5038226969","display_name":"Ayush Roy","orcid":"https://orcid.org/0000-0002-9330-6839"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ayush Roy","raw_affiliation_strings":["Jadavpur University,Department of Electrical Engineering,Kolkata,India"],"affiliations":[{"raw_affiliation_string":"Jadavpur University,Department of Electrical Engineering,Kolkata,India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025629433","display_name":"Sujan Sarkar","orcid":"https://orcid.org/0000-0001-7973-3933"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sujan Sarkar","raw_affiliation_strings":["Jadavpur University,Department of Computer Science and Engineering,Kolkata,India"],"affiliations":[{"raw_affiliation_string":"Jadavpur University,Department of Computer Science and Engineering,Kolkata,India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113263293","display_name":"Sohom Ghosal","orcid":null},"institutions":[{"id":"https://openalex.org/I188963388","display_name":"International Institute of Information Technology","ror":"https://ror.org/02dernx73","country_code":"IN","type":"education","lineage":["https://openalex.org/I188963388"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sohom Ghosal","raw_affiliation_strings":["International Institute of Information Technology,Department of Electronics and Communication Engineering,Naya Raipur,Chhattisgarh,India"],"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology,Department of Electronics and Communication Engineering,Naya Raipur,Chhattisgarh,India","institution_ids":["https://openalex.org/I188963388"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054967047","display_name":"Dmitrii Kaplun","orcid":"https://orcid.org/0000-0003-2765-4509"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dmitrii Kaplun","raw_affiliation_strings":["China University of Mining and Technology,Artificial Intelligence Research Institute,Xuzhou,China"],"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology,Artificial Intelligence Research Institute,Xuzhou,China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088963323","display_name":"Asya Lyanova","orcid":"https://orcid.org/0000-0002-1818-0332"},"institutions":[{"id":"https://openalex.org/I41518628","display_name":"Saint Petersburg State Electrotechnical University","ror":"https://ror.org/023bq8521","country_code":"RU","type":"education","lineage":["https://openalex.org/I41518628"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Asya Lyanova","raw_affiliation_strings":["Saint Petersburg Electrotechnical University \"LETI\",Department of Automation and Control Processes,Saint Petersburg,Russia"],"affiliations":[{"raw_affiliation_string":"Saint Petersburg Electrotechnical University \"LETI\",Department of Automation and Control Processes,Saint Petersburg,Russia","institution_ids":["https://openalex.org/I41518628"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082599641","display_name":"Ram Sarkar","orcid":"https://orcid.org/0000-0001-8813-4086"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ram Sarkar","raw_affiliation_strings":["Jadavpur University,Department of Computer Science and Engineering,Kolkata,India"],"affiliations":[{"raw_affiliation_string":"Jadavpur University,Department of Computer Science and Engineering,Kolkata,India","institution_ids":["https://openalex.org/I170979836"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5038226969"],"corresponding_institution_ids":["https://openalex.org/I170979836"],"apc_list":null,"apc_paid":null,"fwci":3.1076,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.93551427,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9717000126838684,"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":0.9717000126838684,"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":0.9340000152587891,"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/computer-science","display_name":"Computer science","score":0.6116937398910522},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5790320038795471},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5712686777114868},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5607948303222656},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5200995206832886},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5004029273986816},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4837193787097931},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.4166876971721649}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6116937398910522},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5790320038795471},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5712686777114868},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5607948303222656},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5200995206832886},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5004029273986816},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4837193787097931},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.4166876971721649},{"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/isbi56570.2024.10635704","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635704","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2026626864","https://openalex.org/W2794825826","https://openalex.org/W2953747367","https://openalex.org/W3081017452","https://openalex.org/W3102785203","https://openalex.org/W3114688163","https://openalex.org/W3128797821","https://openalex.org/W4281730194","https://openalex.org/W4287686480","https://openalex.org/W4366966460","https://openalex.org/W4376464555"],"related_works":["https://openalex.org/W2382174632","https://openalex.org/W2129959498","https://openalex.org/W2784060934","https://openalex.org/W2902714807","https://openalex.org/W2537489131","https://openalex.org/W2394084632","https://openalex.org/W2358293514","https://openalex.org/W2046633342","https://openalex.org/W2059273319","https://openalex.org/W2077021924"],"abstract_inverted_index":{"Skin":[0],"cancer":[1,8,22],"is":[2,141],"a":[3,25,39,44,98,133],"highly":[4,123],"dangerous":[5],"type":[6],"of":[7,60,68,90,101,111],"that":[9],"requires":[10],"an":[11],"accurate":[12],"diagnosis":[13,27],"from":[14],"experienced":[15],"physicians.":[16],"To":[17],"help":[18],"physicians":[19],"diagnose":[20],"skin":[21,112],"more":[23],"efficiently,":[24],"computer-aided":[26],"(CAD)":[28],"system":[29],"can":[30],"be":[31],"very":[32],"helpful.":[33],"In":[34],"this":[35],"paper,":[36],"we":[37,96],"propose":[38],"novel":[40,45],"model,":[41],"which":[42],"uses":[43],"attention":[46],"mechanism":[47],"to":[48,81,107],"pinpoint":[49],"the":[50,55,61,66,85,88,91,120],"differences":[51],"in":[52,75,87],"features":[53,106],"across":[54],"spatial":[56],"dimensions":[57],"and":[58,77,103,122,128,136],"symmetry":[59],"lesion,":[62],"thereby":[63],"focusing":[64],"on":[65,72,119],"dissimilarities":[67],"various":[69],"classes":[70],"based":[71],"symmetry,":[73],"uniformity":[74],"texture":[76],"color,":[78],"etc.":[79],"Additionally,":[80],"take":[82],"into":[83],"account":[84],"variations":[86],"boundaries":[89],"lesions":[92],"for":[93],"different":[94],"classes,":[95],"employ":[97],"gradient-based":[99],"fusion":[100],"wavelet":[102],"soft":[104],"attention-aided":[105],"extract":[108],"boundary":[109],"information":[110],"lesions.":[113],"We":[114],"have":[115],"tested":[116],"our":[117],"model":[118],"multi-class":[121],"class-imbalanced":[124],"dataset,":[125],"called":[126],"HAM10000,":[127],"achieved":[129],"promising":[130],"results,":[131],"with":[132],"91.17%":[134],"F1-score":[135],"90.75%":[137],"accuracy.":[138],"The":[139],"code":[140],"made":[142],"available":[143],"at:":[144],"https://github.com/AyushRoy2001/WAGF-Fusion.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
