{"id":"https://openalex.org/W4415821146","doi":"https://doi.org/10.1109/access.2025.3628157","title":"A Transparent Search-Based Framework for Skin and Breast Cancer Diagnosis Using Siamese Networks","display_name":"A Transparent Search-Based Framework for Skin and Breast Cancer Diagnosis Using Siamese Networks","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4415821146","doi":"https://doi.org/10.1109/access.2025.3628157"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3628157","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3628157","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3628157","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012817544","display_name":"Zahra Tabatabaei","orcid":"https://orcid.org/0009-0006-7536-3772"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Zahra Tabatabaei","raw_affiliation_strings":["Department of Computer Science, University of Copenhagen, Copenhagen, Denmark","Dept. of Computer Science, University of Copenhagen, Copenhagen, Denmark"],"raw_orcid":"https://orcid.org/0009-0006-7536-3772","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]},{"raw_affiliation_string":"Dept. of Computer Science, University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019517367","display_name":"Adri\u00e1n Colomer","orcid":"https://orcid.org/0000-0002-7616-6029"},"institutions":[{"id":"https://openalex.org/I2799978770","display_name":"X-Fab (Germany)","ror":"https://ror.org/030bh9196","country_code":"DE","type":"company","lineage":["https://openalex.org/I2799978770"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Adri\u00e1n Colomer","raw_affiliation_strings":["Instituto Universitario de Investigaci&#x00F3;n en Tecnolog&#x00CD;a Centrada en el Ser Humano, HUMAN-tech, Universitat Polit&#x00E9;cnica de Val&#x00E9;ncia, Valencia, Spain","Instituto Universitario de Investigaci&#x00F3;n en Tecnolog&#x00ED;a Centrada en el Ser Humano, HUMAN-tech, Universitat Polit&#x00E8;cnica de Val&#x00E8;ncia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-7616-6029","affiliations":[{"raw_affiliation_string":"Instituto Universitario de Investigaci&#x00F3;n en Tecnolog&#x00CD;a Centrada en el Ser Humano, HUMAN-tech, Universitat Polit&#x00E9;cnica de Val&#x00E9;ncia, Valencia, Spain","institution_ids":["https://openalex.org/I2799978770"]},{"raw_affiliation_string":"Instituto Universitario de Investigaci&#x00F3;n en Tecnolog&#x00ED;a Centrada en el Ser Humano, HUMAN-tech, Universitat Polit&#x00E8;cnica de Val&#x00E8;ncia, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081666472","display_name":"Javier Oliver Moll","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Javier Oliver Moll","raw_affiliation_strings":["Department of Artificial Intelligence, Tyris Tech S.L., Valencia, Spain","Dept. of Artificial Intelligence, Tyris Tech S.L., Valencia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence, Tyris Tech S.L., Valencia, Spain","institution_ids":[]},{"raw_affiliation_string":"Dept. of Artificial Intelligence, Tyris Tech S.L., Valencia, Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043316752","display_name":"Valery Naranjo","orcid":"https://orcid.org/0000-0002-0181-3412"},"institutions":[{"id":"https://openalex.org/I2799978770","display_name":"X-Fab (Germany)","ror":"https://ror.org/030bh9196","country_code":"DE","type":"company","lineage":["https://openalex.org/I2799978770"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Valery Naranjo","raw_affiliation_strings":["Instituto Universitario de Investigaci&#x00F3;n en Tecnolog&#x00CD;a Centrada en el Ser Humano, HUMAN-tech, Universitat Polit&#x00E9;cnica de Val&#x00E9;ncia, Valencia, Spain","Instituto Universitario de Investigaci&#x00F3;n en Tecnolog&#x00ED;a Centrada en el Ser Humano, HUMAN-tech, Universitat Polit&#x00E8;cnica de Val&#x00E8;ncia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-0181-3412","affiliations":[{"raw_affiliation_string":"Instituto Universitario de Investigaci&#x00F3;n en Tecnolog&#x00CD;a Centrada en el Ser Humano, HUMAN-tech, Universitat Polit&#x00E9;cnica de Val&#x00E9;ncia, Valencia, Spain","institution_ids":["https://openalex.org/I2799978770"]},{"raw_affiliation_string":"Instituto Universitario de Investigaci&#x00F3;n en Tecnolog&#x00ED;a Centrada en el Ser Humano, HUMAN-tech, Universitat Polit&#x00E8;cnica de Val&#x00E8;ncia, Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5012817544"],"corresponding_institution_ids":["https://openalex.org/I124055696"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1559122,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"194212","last_page":"194228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9765999913215637,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9765999913215637,"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/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.007899999618530273,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.003100000089034438,"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/digital-pathology","display_name":"Digital pathology","score":0.6079999804496765},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5814999938011169},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5809000134468079},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5745000243186951},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.5412999987602234},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4537000060081482},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.41119998693466187},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.40369999408721924}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6947000026702881},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6615999937057495},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.6079999804496765},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5814999938011169},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5809000134468079},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5745000243186951},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.5412999987602234},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4537000060081482},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.41119998693466187},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.40369999408721924},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3971000015735626},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.38429999351501465},{"id":"https://openalex.org/C2777789703","wikidata":"https://www.wikidata.org/wiki/Q192102","display_name":"Skin cancer","level":3,"score":0.3458000123500824},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.33239999413490295},{"id":"https://openalex.org/C2988168687","wikidata":"https://www.wikidata.org/wiki/Q949302","display_name":"Skin lesion","level":2,"score":0.3140999972820282},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.30979999899864197},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3082999885082245},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.29580000042915344},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2937000095844269},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.28299999237060547},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2775999903678894},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.26499998569488525},{"id":"https://openalex.org/C42781572","wikidata":"https://www.wikidata.org/wiki/Q1250322","display_name":"Digital image","level":4,"score":0.26190000772476196}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2025.3628157","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3628157","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/d3c3f449-20c8-46df-a6ec-4affa3c62f71","is_oa":true,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/d3c3f449-20c8-46df-a6ec-4affa3c62f71","pdf_url":"https://researchprofiles.ku.dk/files/523130104/A_Transparent_Search-Based.pdf","source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Tabatabaei , Z , Colomer , A , Moll , J O & Naranjo , V 2025 , ' A Transparent Search-Based Framework for Skin and Breast Cancer Diagnosis Using Siamese Networks ' , IEEE Access , vol. 13 , pp. 194212-194228 . https://doi.org/10.1109/ACCESS.2025.3628157","raw_type":"article"},{"id":"pmh:oai:doaj.org/article:4d4c88a366f742d49cbc699673088cac","is_oa":true,"landing_page_url":"https://doaj.org/article/4d4c88a366f742d49cbc699673088cac","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 194212-194228 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3628157","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3628157","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2300613588","display_name":null,"funder_award_id":"860627","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5606459197","display_name":"CLoud ARtificial Intelligence For pathologY","funder_award_id":"860627","funder_id":"https://openalex.org/F4320338337","funder_display_name":"H2020 Marie Sk\u0142odowska-Curie Actions"},{"id":"https://openalex.org/G8794541479","display_name":null,"funder_award_id":"VIL57398","funder_id":"https://openalex.org/F4320310490","funder_display_name":"Villum Fonden"}],"funders":[{"id":"https://openalex.org/F4320310490","display_name":"Villum Fonden","ror":"https://ror.org/007ww2d15"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320338337","display_name":"H2020 Marie Sk\u0142odowska-Curie Actions","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Computer":[0],"aid":[1],"diagnosis":[2],"has":[3],"developed":[4],"digital":[5],"pathology":[6],"with":[7,102,231],"Deep":[8],"Learning":[9],"(DL)-based":[10],"tools":[11],"to":[12,26,228,251],"assist":[13,229],"pathologists":[14,230,252],"in":[15,31,35,166,253],"decision-making.":[16],"Content-Based":[17],"Histopathological":[18],"Image":[19],"Retrieval":[20],"(CBHIR)":[21],"is":[22,116,143],"a":[23,61,66,188,247],"novel":[24],"tool":[25,250],"seek":[27],"highly":[28],"correlated":[29],"patches":[30],"terms":[32,254],"of":[33,84,112,174,191,220,223,255],"similarity":[34],"histopathological":[36,82,152],"features.":[37],"In":[38],"this":[39,145,243],"work,":[40],"we":[41],"proposed":[42,70,89,204],"two":[43],"CBHIR":[44,90],"approaches":[45,91,163],"on":[46,79,94,151],"breast":[47],"(Breast-twins)":[48],"and":[49,56,98,131,198,238],"skin":[50],"cancer":[51],"(Skin-twins)":[52],"datasets":[53,101],"for":[54,74,147],"robust":[55],"accurate":[57],"patch-level":[58],"retrieval,":[59],"integrating":[60],"custom-built":[62],"Siamese":[63,71],"network":[64,72],"as":[65,119,121,196],"feature":[67],"extractor.":[68],"The":[69,88,169],"generalizes":[73],"unseen":[75],"images":[76,134,153,237],"by":[77,154,208],"focusing":[78],"the":[80,85,95,109,126,129,132,139,148,156,175,178,183,202,211,214,218],"similar":[81],"features":[83],"input":[86],"pairs.":[87],"are":[92,164],"evaluated":[93],"Breast":[96],"(public)":[97],"Skin":[99],"(private)":[100],"top":[103,157,179,233],"<italic":[104,113,122,192,234],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[105,114,123,193,235],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">K</i>":[106,115,124,194,236],"accuracy.":[107],"Finding":[108],"optimum":[110],"amount":[111,190],"challenging;":[117],"also,":[118],"much":[120],"increases,":[125,135],"dissimilarity":[127],"between":[128],"query":[130],"returned":[133],"which":[136,181],"might":[137],"mislead":[138],"pathologists.":[140],"This":[141],"paper":[142],"tackling":[144],"issue":[146],"first":[149,158],"time":[150],"evaluating":[155],"retrieved":[159],"images,":[160],"while":[161],"such":[162,195],"underexplored":[165],"existing":[167],"literature.":[168],"Breast-twins":[170],"model":[171,216],"achieves":[172],"70%":[173],"F1-score":[176],"at":[177,187],"first,":[180],"exceeds":[182],"other":[184],"recent":[185],"methods":[186],"higher":[189],"5":[197],"400.":[199],"Skin-twins":[200,215],"overpasses":[201],"recently":[203],"Convolutional":[205],"Auto":[206],"Encoder":[207],"67%,":[209],"increasing":[210],"precision.":[212],"Besides,":[213],"tackles":[217],"challenges":[219],"Spitzoid":[221],"Tumors":[222],"Uncertain":[224],"Malignant":[225],"Potential":[226],"(STUMP)":[227],"retrieving":[232],"their":[239],"corresponding":[240],"labels.":[241],"So,":[242],"approach":[244],"can":[245],"offer":[246],"more":[248],"explainable":[249],"transparency,":[256],"trustworthiness,":[257],"or":[258],"reliability.":[259]},"counts_by_year":[],"updated_date":"2026-05-23T08:51:43.019350","created_date":"2025-11-03T00:00:00"}
