{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,11]],"date-time":"2026-07-11T02:28:01Z","timestamp":1783736881201,"version":"3.55.0"},"reference-count":41,"publisher":"SPIE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,4,4]]},"DOI":"10.1117\/12.2612578","type":"proceedings-article","created":{"date-parts":[[2022,4,1]],"date-time":"2022-04-01T18:34:41Z","timestamp":1648838081000},"page":"20","source":"Crossref","is-referenced-by-count":6,"title":["Open-world active learning for echocardiography view classification"],"prefix":"10.1117","author":[{"given":"Ghada","family":"Zamzmi","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tochi","family":"Oguguo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sivaramakrishnan","family":"Rajaraman","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sameer","family":"Antani","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"189","reference":[{"key":"c1","doi-asserted-by":"publisher","DOI":"10.1016\/j.echo.2020.12.005"},{"key":"c2","first-page":"68","volume-title":"MICCAI International Workshop on Medical Content-Based Retrieval for Clinical Decision Support","author":"Qian","year":"2012"},{"key":"c3","doi-asserted-by":"crossref","first-page":"752","DOI":"10.1109\/ISBI.2013.6556584","article-title":"Echocardiogram view classification using low-level features","volume-title":"2013 IEEE 10th International Symposium on Biomedical Imaging","author":"Wu","year":"2013"},{"key":"c4","doi-asserted-by":"crossref","first-page":"1368","DOI":"10.1109\/ISBI.2013.6556787","volume-title":"2013 IEEE 10th International Symposium on Biomedical Imaging","author":"Agarwal","year":"2013"},{"key":"c5","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2015.08.004"},{"key":"c6","article-title":"A computer vision pipeline for automated determination of cardiac structure and function and detection of disease by two-dimensional echocardiography","author":"Zhang","year":"2017"},{"key":"c7","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-017-0013-1"},{"key":"c8","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014"},{"key":"c9","first-page":"770","volume-title":"Proceedings of the IEEE conference on computer vision and pattern recognition","author":"He","year":"2016"},{"key":"c10","doi-asserted-by":"publisher","DOI":"10.1016\/j.ultrasmedbio.2018.07.024"},{"key":"c11","doi-asserted-by":"publisher","DOI":"10.1109\/TUFFC.58"},{"key":"c12","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2021.108178"},{"key":"c13","first-page":"3344","volume-title":"Proceedings of the IEEE\/CVF International Conference on Computer Vision","author":"Mahapatra","year":"2021"},{"key":"c14","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2021.102035"},{"key":"c15","first-page":"3971","volume-title":"Proceedings of the IEEE\/CVF Winter Conference on Applications of Computer Vision","author":"Yan","year":"2022"},{"key":"c16","article-title":"Evaluation of neural architectures trained with square loss vs cross-entropy in classification tasks","author":"Hui","year":"2020"},{"key":"c17","doi-asserted-by":"crossref","first-page":"92","DOI":"10.4018\/978-1-7998-0182-5.ch004","volume-title":"Challenges and Applications for Implementing Machine Learning in Computer Vision","author":"Tyagi","year":"2020"},{"key":"c18","doi-asserted-by":"crossref","DOI":"10.18653\/v1\/D17-1314","article-title":"Doc: Deep open classification of text documents","author":"Shu","year":"2017"},{"key":"c19","volume-title":"International Conference on Natural Language Processing, 2017","author":"Prakhya","year":"2017"},{"key":"c20","first-page":"1563","volume-title":"Proceedings of the IEEE conference on computer vision and pattern recognition","author":"Bendale","year":"2016"},{"key":"c21","doi-asserted-by":"publisher","DOI":"10.2200\/S00832ED1V01Y201802AIM037"},{"key":"c22","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.54"},{"key":"c23","author":"Settles","year":"2009"},{"key":"c24","doi-asserted-by":"publisher","DOI":"10.1145\/3472291"},{"key":"c25","first-page":"209","volume-title":"International conference on intelligent data engineering and automated learning","author":"Burbidge","year":"2007"},{"key":"c26","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2013.2291567"},{"key":"c27","first-page":"157","volume-title":"International Conference on Artificial Neural Networks","author":"Liu","year":"2020"},{"key":"c28","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.05.046"},{"key":"c29","article-title":"Active learning for node classification: The additional learning ability from unlabelled nodes","author":"Liu","year":"2020"},{"key":"c30","first-page":"376","volume-title":"Conference on Learning Theory","author":"Urner","year":"2013"},{"key":"c31","volume-title":"NeurIPS ML4H Workshop: Vancouver, BC, Canada","author":"Ouyang","year":"2019"},{"key":"c32","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-020-2145-8"},{"key":"c33","first-page":"100","article-title":"Ums-rep: Unified modality-specific representation for efficient medical image analysis","author":"Zamzmi","year":"2021"},{"key":"c34","doi-asserted-by":"crossref","first-page":"472","DOI":"10.1007\/978-3-642-22555-0_48","volume-title":"International Conference on Advances in Computing and Information Technology","author":"Madhulatha","year":"2011"},{"key":"c35","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2008.01.039"},{"key":"c36","first-page":"63","article-title":"Weibull distributions and their applications","author":"Lai","year":"2006"},{"key":"c37","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.256"},{"key":"c38","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0261307"},{"key":"c39","doi-asserted-by":"publisher","DOI":"10.3390\/app10124282"},{"key":"c40","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics11050840"},{"key":"c41","article-title":"Unseen class discovery in open-world classification","author":"Shu","year":"2018"}],"event":{"name":"Computer-Aided Diagnosis","location":"San Diego, United States","start":{"date-parts":[[2022,2,20]]},"end":{"date-parts":[[2022,3,28]]}},"container-title":["Medical Imaging 2022: Computer-Aided Diagnosis"],"original-title":[],"deposited":{"date-parts":[[2022,7,3]],"date-time":"2022-07-03T01:29:24Z","timestamp":1656811764000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.spiedigitallibrary.org\/conference-proceedings-of-spie\/12033\/2612578\/Open-world-active-learning-for-echocardiography-view-classification\/10.1117\/12.2612578.full"}},"subtitle":[],"editor":[{"given":"Khan M.","family":"Iftekharuddin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]},{"given":"Karen","family":"Drukker","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]},{"given":"Maciej A.","family":"Mazurowski","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]},{"given":"Hongbing","family":"Lu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]},{"given":"Chisako","family":"Muramatsu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]},{"given":"Ravi K.","family":"Samala","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]}],"short-title":[],"issued":{"date-parts":[[2022,4,4]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1117\/12.2612578","relation":{},"subject":[],"published":{"date-parts":[[2022,4,4]]}}}