{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T10:13:25Z","timestamp":1775816005087,"version":"3.50.1"},"reference-count":31,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,1,10]],"date-time":"2021-01-10T00:00:00Z","timestamp":1610236800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,1,10]],"date-time":"2021-01-10T00:00:00Z","timestamp":1610236800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,1,10]],"date-time":"2021-01-10T00:00:00Z","timestamp":1610236800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100004410","name":"Scientific and Technological Research Council of Turkey","doi-asserted-by":"publisher","award":["117E172"],"award-info":[{"award-number":["117E172"]}],"id":[{"id":"10.13039\/501100004410","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,1,10]]},"DOI":"10.1109\/icpr48806.2021.9412903","type":"proceedings-article","created":{"date-parts":[[2021,5,6]],"date-time":"2021-05-06T02:15:54Z","timestamp":1620267354000},"page":"6329-6334","source":"Crossref","is-referenced-by-count":15,"title":["Self-Supervised Learning with Graph Neural Networks for Region of Interest Retrieval in Histopathology"],"prefix":"10.1109","author":[{"given":"Yigit","family":"Ozen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Selim","family":"Aksoy","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kemal","family":"Kosemehmetoglu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sevgen","family":"Onder","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aysegul","family":"Uner","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref31","author":"errica","year":"2019","journal-title":"A fair comparison of graph neural networks for graph classification"},{"key":"ref30","author":"loshchilov","year":"2017","journal-title":"Decoupled weight decay regularization"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2017.7950690"},{"key":"ref11","article-title":"Deep manifold preserving autoencoder for classifying breast cancer histopathological images","author":"feng","year":"2019","journal-title":"IEEE\/ACM Transactions on Computational Biology and Bioinformatics"},{"key":"ref12","author":"lu","year":"2019","journal-title":"Semi-supervised histology classification using deep multiple instance learning and contrastive predictive coding"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32239-7_61"},{"key":"ref14","author":"wang","year":"2019","journal-title":"Weakly supervised prostate tma classification via graph convolutional networks"},{"key":"ref15","first-page":"1929","article-title":"Dropout: a simple way to prevent neural networks from overfitting","volume":"15","author":"srivastava","year":"2014","journal-title":"The Journal of Machine Learning Research"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-13972-2_8"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/IPTA.2017.8310149"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2018.09.007"},{"key":"ref19","author":"chen","year":"2020","journal-title":"A simple framework for contrastive learning of visual representations"},{"key":"ref28","first-page":"4204","article-title":"Understanding attention and generalization in graph neural networks","author":"knyazev","year":"0","journal-title":"Advances in neural information processing systems"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2796130"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33014602"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2014.2361481"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1023\/B:VISI.0000029664.99615.94"},{"key":"ref29","author":"hamilton","year":"2018","journal-title":"Inductive Representation Learning on Large Graphs"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2017.09.007"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2017.07.005"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2017.2723014"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TITB.2012.2185829"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.compmedimag.2018.11.003"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2003.11.024"},{"key":"ref20","first-page":"291","article-title":"Quantification of histochemical staining by color deconvolution","volume":"23","author":"ruifrok","year":"2001","journal-title":"Analytical and Quantitative Cytology and Histology"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1117\/12.2007173"},{"key":"ref24","author":"bacciu","year":"2019","journal-title":"A Gentle Introduction to Deep Learning for Graphs"},{"key":"ref23","author":"hnaff","year":"2019","journal-title":"Data-efficient image recognition with contrastive predictive coding"},{"key":"ref26","author":"ying","year":"2019","journal-title":"Hierarchical graph representation learning with differentiable pooling"},{"key":"ref25","author":"kipf","year":"2017","journal-title":"Semi-supervised classification with graph convolutional networks"}],"event":{"name":"2020 25th International Conference on Pattern Recognition (ICPR)","location":"Milan, Italy","start":{"date-parts":[[2021,1,10]]},"end":{"date-parts":[[2021,1,15]]}},"container-title":["2020 25th International Conference on Pattern Recognition (ICPR)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9411940\/9411911\/09412903.pdf?arnumber=9412903","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T15:40:39Z","timestamp":1652197239000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9412903\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,10]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/icpr48806.2021.9412903","relation":{},"subject":[],"published":{"date-parts":[[2021,1,10]]}}}