{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T09:56:51Z","timestamp":1764842211447,"version":"3.28.0"},"reference-count":16,"publisher":"SPIE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,3,8]]},"DOI":"10.1117\/12.2512913","type":"proceedings-article","created":{"date-parts":[[2019,3,8]],"date-time":"2019-03-08T21:13:47Z","timestamp":1552079627000},"page":"14","source":"Crossref","is-referenced-by-count":20,"title":["Designing lightweight deep learning models for echocardiography view classification"],"prefix":"10.1117","author":[{"given":"Hooman","family":"Vaseli","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhibin","family":"Liao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amir Hossein","family":"Abdi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hany","family":"Girgis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Delaram","family":"Behnami","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Christina","family":"Luong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fatemeh","family":"Taheri Dezaki","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Neeraj","family":"Dhungel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Robert","family":"Rohling","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ken","family":"Gin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Purang","family":"Abolmaesumi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Teresa","family":"Tsang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"189","reference":[{"key":"c1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2015.02.084"},{"article-title":"Keras","year":"2015","author":"Chollet","key":"c2"},{"key":"c3","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2016.11.007"},{"key":"c4","first-page":"770","article-title":"Deep residual learning for image recognition","volume-title":"Proceedings of the IEEE CVPR","author":"He","year":"2016"},{"key":"c5","article-title":"Distilling the knowledge in a neural network","volume-title":"NIPS Deep Learning and Representation Learning Workshop","author":"Hinton","year":"2015"},{"key":"c6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"issue":"1","key":"c7","article-title":"Point-of-care ultrasonography","volume":"1","author":"Jorgensen","year":"2013","journal-title":"OA Critical Care"},{"key":"c8","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2016.10.007"},{"key":"c9","first-page":"1","article-title":"Adam: a Method for Stochastic Optimization","volume-title":"Proceedings of ICLR","author":"Kingma","year":"2015"},{"key":"c10","article-title":"Fast and accurate classification of echocardiograms using deep learning","volume":"6","author":"Madani","year":"2018","journal-title":"npj Digital Medicine"},{"key":"c11","doi-asserted-by":"publisher","DOI":"10.1016\/j.jacc.2016.08.062"},{"key":"c12","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2007.4408867"},{"key":"c13","article-title":"Fitnets: Hints for thin deep nets","volume-title":"Proceedings of ICLR","author":"Romero","year":"2015"},{"key":"c14","first-page":"1","article-title":"Very Deep Convolutional Networks for Large-Scale Image Recognition","volume-title":"Proceedings of ICLR","author":"Simonyan","year":"2015"},{"key":"c15","first-page":"752","article-title":"Echocardiogram view classification using low-level features","volume-title":"Proceedings of ISBI","author":"Wu","year":"2013"},{"article-title":"A Computer Vision Pipeline for Automated Determination of Cardiac Structure and Function and Detection of Disease by Two-Dimensional Echocardiography","year":"2017","author":"Zhang","key":"c16"}],"event":{"name":"Image-Guided Procedures, Robotic Interventions, and Modeling","start":{"date-parts":[[2019,2,16]]},"location":"San Diego, United States","end":{"date-parts":[[2019,2,21]]}},"container-title":["Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling"],"original-title":[],"deposited":{"date-parts":[[2019,4,1]],"date-time":"2019-04-01T12:54:24Z","timestamp":1554123264000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.spiedigitallibrary.org\/conference-proceedings-of-spie\/10951\/2512913\/Designing-lightweight-deep-learning-models-for-echocardiography-view-classification\/10.1117\/12.2512913.full"}},"subtitle":[],"editor":[{"given":"Baowei","family":"Fei","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]},{"given":"Cristian A.","family":"Linte","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2019,3,8]]},"references-count":16,"URL":"https:\/\/doi.org\/10.1117\/12.2512913","relation":{},"subject":[],"published":{"date-parts":[[2019,3,8]]}}}