{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,14]],"date-time":"2026-07-14T13:15:59Z","timestamp":1784034959947,"version":"3.55.0"},"reference-count":70,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2025,7]]},"DOI":"10.1109\/jbhi.2025.3543907","type":"journal-article","created":{"date-parts":[[2025,2,20]],"date-time":"2025-02-20T15:31:32Z","timestamp":1740065492000},"page":"4956-4968","source":"Crossref","is-referenced-by-count":3,"title":["Enhancing Image Retrieval Performance With Generative Models in Siamese Networks"],"prefix":"10.1109","volume":"29","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5095-9904","authenticated-orcid":false,"given":"Alejandro","family":"Golfe","sequence":"first","affiliation":[{"name":"Valencian Graduate School and Research Network for Artificial Intelligence (valgrAI) and Instituto Universitario de Investigación en Tecnología Centrada en el Ser Humano (HUMANTech), Universitat Politécnica de Valéncia, Valencia, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Adri\u00e1n","family":"Colomer","sequence":"additional","affiliation":[{"name":"Instituto Universitario de Investigación en Tecnología Centrada en el Ser Humano (HUMAN-Tech), Universitat Politecnica de Valéncia, Valencia, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jos\u00e9","family":"Prades","sequence":"additional","affiliation":[{"name":"Departamento de Comunicaciones (DCOM) in Escuela Técnica Superior de Ingeniería de Telecomunicación, Universitat Politécnica de Valéncia, Valencia, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0181-3412","authenticated-orcid":false,"given":"Valery","family":"Naranjo","sequence":"additional","affiliation":[{"name":"Instituto Universitario de Investigación en Tecnología Centrada en el Ser Humano (HUMAN-Tech), Universitat Politecnica de Valéncia, Valencia, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3322\/caac.21660"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.urolonc.2022.12.002"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/s11934-016-0576-4"},{"key":"ref4","first-page":"125","article-title":"Classification of prostatic carcinomas","volume":"50","author":"Gleason","year":"1966","journal-title":"Cancer Chemother. Rep."},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.juro.2009.10.046"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2016.06.037"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2020.105637"},{"key":"ref8","first-page":"343","article-title":"Semantic segmentation for prostate cancer grading by convolutional neural networks","volume-title":"Proc. Med. Imag., Digital Pathology","author":"Ing","year":"2018"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/IVMSP54334.2022.9816325"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-33128-3_1"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2019.101552"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2023.107695"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/WACV57701.2024.00505"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2020.101816"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpi.2022.100102"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-61598-7_15"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2875868"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1117\/12.2255710"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.4324\/9781410605337-29"},{"key":"ref20","article-title":"ImageNet classification with deep convolutional neural networks","volume":"25","author":"Krizhevsky","year":"2012","journal-title":"in proc.Adv. Neural Inf. Process. Syst."},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/35.41400"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-30535-1"},{"key":"ref23","article-title":"Mobilenets: Efficient convolutional neural networks for mobile vision applications","author":"Howard","year":"2017"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2021.3061457"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-019-0112-2"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1023\/b:visi.0000029664.99615.94"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/76.927424"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.4218\/etrij.02.0102.0103"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1080\/23311916.2021.1927469"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-018-5961-1"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-018-9636-0"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/2134395"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0194526"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1177\/0165551518782825"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s13369-018-3062-0"},{"key":"ref36","first-page":"2","article-title":"Using very deep autoencoders for content-based image retrieval","volume-title":"Proc ESANN","author":"Krizhevsky","year":"2011"},{"key":"ref37","first-page":"1269","article-title":"Aggregating local deep features for image retrieval","volume-title":"Proc. IEEE Int. Conf. Comput. Vis.","author":"Babenko","year":"2015"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2016.581"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1142\/S0218001493000339"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.180"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2017.8296816"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/WACV45572.2020.9093468"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/WACV45572.2020.9093402"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.202"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmatprotec.2013.10.002"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2018.02.020"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2016.2611615"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/DASA59624.2023.10286677"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2017.07.009"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2020.101757"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2022.102645"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref55","article-title":"Fast and scalable image search for histology","author":"Chen","year":"2021"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR48806.2021.9412903"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2021.102308"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3343845"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-019-0131-z"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ISITIA52817.2021.9502205"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2024.103289"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-024-02856-4"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098202"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.5555\/3524938.3525087"},{"key":"ref65","article-title":"Progressive growing of gans for improved quality, stability, and variation","author":"Karras","year":"2017"},{"key":"ref66","article-title":"Improving neural networks by preventing co-adaptation of feature detectors","author":"Hinton","year":"2012"},{"key":"ref67","first-page":"5769","article-title":"Improved training of wasserstein GANs","volume-title":"Proc. 31st Int. Conf. Neural Inf. Process. Syst.","author":"Gulrajani","year":"2017"},{"key":"ref68","article-title":"Assessing agreement on classification tasks: The Kappa statistic","author":"Carletta","year":"1996"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1979.4766909"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1080\/03610927408827101"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6221020\/11068702\/10896802.pdf?arnumber=10896802","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,9]],"date-time":"2025-12-09T18:34:23Z","timestamp":1765305263000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10896802\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7]]},"references-count":70,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2025.3543907","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,7]]}}}