{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,7]],"date-time":"2026-02-07T09:05:31Z","timestamp":1770455131063,"version":"3.49.0"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,4,1]],"date-time":"2019-04-01T00:00:00Z","timestamp":1554076800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,4,1]],"date-time":"2019-04-01T00:00:00Z","timestamp":1554076800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,4,1]],"date-time":"2019-04-01T00:00:00Z","timestamp":1554076800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,4]]},"DOI":"10.1109\/isbi.2019.8759182","type":"proceedings-article","created":{"date-parts":[[2019,7,11]],"date-time":"2019-07-11T23:58:34Z","timestamp":1562889514000},"page":"1860-1864","source":"Crossref","is-referenced-by-count":52,"title":["Few Shot Learning in Histopathological Images:Reducing the Need of Labeled Data on Biological Datasets"],"prefix":"10.1109","author":[{"given":"Alfonso","family":"Medela","sequence":"first","affiliation":[]},{"given":"Artzai","family":"Picon","sequence":"additional","affiliation":[]},{"given":"Cristina L.","family":"Saratxaga","sequence":"additional","affiliation":[]},{"given":"Oihana","family":"Belar","sequence":"additional","affiliation":[]},{"given":"Virginia","family":"Cabezon","sequence":"additional","affiliation":[]},{"given":"Riccardo","family":"Cicchi","sequence":"additional","affiliation":[]},{"given":"Roberto","family":"Bilbao","sequence":"additional","affiliation":[]},{"given":"Ben","family":"Glover","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"crossref","first-page":"504","DOI":"10.1126\/science.1127647","article-title":"Reducing the dimensionality of data with neural networks","volume":"313","author":"hinton","year":"2006","journal-title":"Science"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2006.100"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298682"},{"key":"ref13","year":"2019","journal-title":"Biopool colon breast and lung hematoxylin-eosin dataset (b-cbl-he)"},{"key":"ref14","article-title":"Services associated to digitalised contents of tissues in biobanks across europe: A proof of concept–biopool","author":"jong","year":"2013","journal-title":"ISBER Annual Meeting"},{"key":"ref15","article-title":"Very deep convolutional networks for large-scale image recognition","volume":"abs 1409 1556","author":"simonyan","year":"2014","journal-title":"CoRR"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1007\/978-3-642-76153-9_5","article-title":"Single-layer learning revisited: a stepwise procedure for building and training a neural network","author":"knerr","year":"1990","journal-title":"Neurocomputing"},{"key":"ref17","article-title":"Data-driven color augmentation techniques for deep skin image analysis","volume":"abs 1703 3702","author":"galdran","year":"2017","journal-title":"CoRR"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/IPTA.2017.8310149"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1038\/nature21056","article-title":"Dermatologist-level classification of skin cancer with deep neural networks","volume":"542","author":"esteva","year":"2017","journal-title":"Nature"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2016.17216"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2016.2525803"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2017.14585"},{"key":"ref8","author":"koch","year":"2015","journal-title":"Siamese Neural Networks for One-Shot Image Recognition"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-40763-5_50"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2017.07.005"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-46805-6_19"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1038\/srep27988"}],"event":{"name":"2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI)","location":"Venice, Italy","start":{"date-parts":[[2019,4,8]]},"end":{"date-parts":[[2019,4,11]]}},"container-title":["2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8754684\/8759097\/08759182.pdf?arnumber=8759182","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,17]],"date-time":"2022-07-17T21:48:59Z","timestamp":1658094539000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8759182\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,4]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/isbi.2019.8759182","relation":{},"subject":[],"published":{"date-parts":[[2019,4]]}}}