{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,18]],"date-time":"2026-05-18T16:41:28Z","timestamp":1779122488761,"version":"3.51.4"},"reference-count":36,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,6,18]],"date-time":"2023-06-18T00:00:00Z","timestamp":1687046400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,18]],"date-time":"2023-06-18T00:00:00Z","timestamp":1687046400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100010801","name":"Xunta de Galicia","doi-asserted-by":"publisher","award":["ED431C 2022\/44,ED431G 2019\/01"],"award-info":[{"award-number":["ED431C 2022\/44,ED431G 2019\/01"]}],"id":[{"id":"10.13039\/501100010801","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100008530","name":"European Regional Development Fund - Galicia","doi-asserted-by":"publisher","award":["2014-2020"],"award-info":[{"award-number":["2014-2020"]}],"id":[{"id":"10.13039\/501100008530","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,6,18]]},"DOI":"10.1109\/ijcnn54540.2023.10191456","type":"proceedings-article","created":{"date-parts":[[2023,8,2]],"date-time":"2023-08-02T17:30:03Z","timestamp":1690997403000},"page":"1-9","source":"Crossref","is-referenced-by-count":13,"title":["Human-in-the-Loop Machine Learning for the Treatment of Pancreatic Cancer"],"prefix":"10.1109","author":[{"given":"Eduardo","family":"Mosqueira-Rey","sequence":"first","affiliation":[{"name":"Universidade da Coru&#x00F1;a (CITIC),A Coru&#x00F1;a,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alberto","family":"P\u00e9rez-S\u00e1nchez","sequence":"additional","affiliation":[{"name":"Universidade da Coru&#x00F1;a (CITIC),A Coru&#x00F1;a,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Elena","family":"Hern\u00e1ndez-Pereira","sequence":"additional","affiliation":[{"name":"Universidade da Coru&#x00F1;a (CITIC),A Coru&#x00F1;a,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David","family":"Alonso-R\u00edos","sequence":"additional","affiliation":[{"name":"Universidade da Coru&#x00F1;a (CITIC),A Coru&#x00F1;a,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jos\u00e9","family":"Bobes-Bascar\u00e1n","sequence":"additional","affiliation":[{"name":"Universidade da Coru&#x00F1;a (CITIC),A Coru&#x00F1;a,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"\u00c1ngel","family":"Fern\u00e1ndez-Leal","sequence":"additional","affiliation":[{"name":"Universidade da Coru&#x00F1;a (CITIC),A Coru&#x00F1;a,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vicente","family":"Moret-Bonillo","sequence":"additional","affiliation":[{"name":"Universidade da Coru&#x00F1;a (CITIC),A Coru&#x00F1;a,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yolanda","family":"Vidal-\u00cdnsua","sequence":"additional","affiliation":[{"name":"Complejo Hospitalario (CHUS),Santiago de Compostela,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Francisca","family":"V\u00e1zquez-Rivera","sequence":"additional","affiliation":[{"name":"Complejo Hospitalario (CHUS),Santiago de Compostela,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","year":"2019","journal-title":"Pancreatic adenocarcinoma version 3 2019"},{"key":"ref35","author":"nielsen","year":"2020","journal-title":"10 Usability Heuristics for User Interface Design"},{"key":"ref12","author":"planas","year":"2010","journal-title":"Avances en C&#x00E1;ncer de P&#x00E1;ncreas del laboratorio a la cl&#x00ED;nica"},{"key":"ref34","author":"ryan","year":"2020","journal-title":"Deep learning with structured data"},{"key":"ref15","first-page":"1","article-title":"From theories to queries: Active learning in practice","author":"settles","year":"2011","journal-title":"Active Learning and Experimental Design workshop In conjunction with AISTATS 2010 ser Proceedings of Machine Learning Research"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.5114\/wo.2014.47136"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2021.08.057"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.119350"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/BigData52589.2021.9671335"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3551635"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/DSAA.2016.49"},{"key":"ref10","author":"holzinger","year":"2017","journal-title":"What do we need to build explainable AI systems for the medical domain?"},{"key":"ref32","article-title":"Modeling tabular data using conditional GAN","volume":"32","author":"xu","year":"0","journal-title":"Advances in neural information processing systems"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3477314.3507310"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-022-10246-w"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/MCSE.2013.74"},{"key":"ref16","author":"munro","year":"2020","journal-title":"Human-in-the-Loop Machine Learning"},{"key":"ref19","article-title":"The wekinator: a system for real-time, interactive machine learning in music","volume":"3","author":"fiebrink","year":"2010","journal-title":"Proceedings of The Eleventh International Society for Music Information Retrieval Conference (ISMIR 2010)"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1038\/nmeth.2281"},{"key":"ref24","article-title":"Generative adversarial nets","volume":"27","author":"goodfellow","year":"0","journal-title":"Advances in neural information processing systems"},{"key":"ref23","first-page":"1","article-title":"A systematic review on application of deep learning in digestive system image processing","author":"zhuang","year":"2021","journal-title":"The Visual Computer"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1109\/ISBI.2018.8363576","article-title":"Synthetic data augmentation using GAN for improved liver lesion classification","author":"frid-adar","year":"2018","journal-title":"2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-018-1361-5"},{"key":"ref22","first-page":"227","article-title":"Comparison of different classifiers with active learning to support quality control in nucleus segmentation in pathology images","volume":"2018","author":"wen","year":"0","journal-title":"AMIA Summits on Translational Science Proceedings"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s40708-016-0042-6"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-018-1072-9"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2022.107200"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-022-03682-2"},{"key":"ref8","author":"tolls","year":"2018","journal-title":"An event-based approach to modeling complex data in critical care"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1080\/07370024.2020.1734931"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-43968-5_1"},{"key":"ref4","author":"settles","year":"2009","journal-title":"Active Learning Literature Survey"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/PerComWorkshops48775.2020.9156175"},{"key":"ref6","author":"simard","year":"2017","journal-title":"Machine Teaching a New Paradigm for Building Machine Learning Systems"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1609\/aimag.v35i4.2513"}],"event":{"name":"2023 International Joint Conference on Neural Networks (IJCNN)","location":"Gold Coast, Australia","start":{"date-parts":[[2023,6,18]]},"end":{"date-parts":[[2023,6,23]]}},"container-title":["2023 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10190990\/10190992\/10191456.pdf?arnumber=10191456","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,21]],"date-time":"2023-08-21T17:44:31Z","timestamp":1692639871000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10191456\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,18]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/ijcnn54540.2023.10191456","relation":{},"subject":[],"published":{"date-parts":[[2023,6,18]]}}}