{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T07:00:10Z","timestamp":1730271610081,"version":"3.28.0"},"reference-count":24,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,5,27]],"date-time":"2024-05-27T00:00:00Z","timestamp":1716768000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,5,27]],"date-time":"2024-05-27T00:00:00Z","timestamp":1716768000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100009318","name":"Helmholtz Association","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100009318","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000781","name":"European Research Council","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000781","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,5,27]]},"DOI":"10.1109\/isbi56570.2024.10635886","type":"proceedings-article","created":{"date-parts":[[2024,8,22]],"date-time":"2024-08-22T17:49:54Z","timestamp":1724348994000},"page":"1-5","source":"Crossref","is-referenced-by-count":0,"title":["A Data-Driven Solution for The Cold Start Problem in Biomedical Image Classification"],"prefix":"10.1109","author":[{"given":"Salome","family":"Kazeminia","sequence":"first","affiliation":[{"name":"Technical University of Munich,TUM School of Computation, Information and Technology,Munich,German"}]},{"given":"Miroslav","family":"B\u0159ez\u00edk","sequence":"additional","affiliation":[{"name":"Technical University of Munich,TUM School of Computation, Information and Technology,Munich,German"}]},{"given":"Sayedali Shetab","family":"Boushehri","sequence":"additional","affiliation":[{"name":"Technical University of Munich,TUM School of Computation, Information and Technology,Munich,German"}]},{"given":"Carsten","family":"Marr","sequence":"additional","affiliation":[{"name":"Institute of AI for Health,Helmholtz Zentrum M&#x00FC;nchen, German Research Center for Environmental Health,Neuherberg,Germany"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patter.2021.100383"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-15919-0_30"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19809-0_34"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2022.10.066"},{"key":"ref5","first-page":"14","article-title":"On initial pools for deep active learning","volume-title":"NeurIPS 2020 Workshop on Pre-registration in Machine Learning","author":"Chandra"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20056-4_25"},{"key":"ref7","article-title":"Cold paws: Unsupervised class discovery and the cold-start problem","author":"Mannix","year":"2023","journal-title":"arXiv preprint arXiv:2305.10071"},{"key":"ref8","first-page":"496","article-title":"Making your first choice: to address cold start problem in medical active learning","volume-title":"Medical Imaging with Deep Learning","author":"Chen","year":"2024"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1051\/0004-6361\/201834134"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1038\/ncomms10256"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1093\/nsr\/nwx106"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-16452-1_65"},{"key":"ref13","first-page":"1597","article-title":"A simple framework for contrastive learning of visual representations","volume-title":"International conference on machine learning","author":"Chen"},{"key":"ref14","first-page":"9912","article-title":"Unsupervised learning of visual features by contrasting cluster assignments","volume":"33","author":"Caron","year":"2020","journal-title":"Advances in neural information processing systems"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00951"},{"key":"ref16","article-title":"Pointnet++: Deep hierarchical feature learning on point sets in a metric space","volume":"30","author":"Qi","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/0167-6377(85)90002-1"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-44503-X_27"},{"first-page":"23965","article-title":"Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time","volume-title":"International Conference on Machine Learning","key":"ref19"},{"key":"ref20","article-title":"A single-cell morphological dataset of leukocytes from aml patients and non-malignant controls (aml-cytomorphology_lmu)","author":"Matek","year":"2019","journal-title":"The Cancer Imaging Archive (TCIA)[Internet]"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2018.8363547"},{"article-title":"Aptos 2019 blindness detection","year":"2019","author":"Karthik","key":"ref22"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-017-00623-3"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"}],"event":{"name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","start":{"date-parts":[[2024,5,27]]},"location":"Athens, Greece","end":{"date-parts":[[2024,5,30]]}},"container-title":["2024 IEEE International Symposium on Biomedical Imaging (ISBI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10635099\/10635102\/10635886.pdf?arnumber=10635886","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T08:41:49Z","timestamp":1725439309000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10635886\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,27]]},"references-count":24,"URL":"https:\/\/doi.org\/10.1109\/isbi56570.2024.10635886","relation":{},"subject":[],"published":{"date-parts":[[2024,5,27]]}}}