{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,16]],"date-time":"2026-02-16T02:52:11Z","timestamp":1771210331435,"version":"3.50.1"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030009274","type":"print"},{"value":"9783030009281","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-030-00928-1_42","type":"book-chapter","created":{"date-parts":[[2018,9,13]],"date-time":"2018-09-13T03:00:42Z","timestamp":1536807642000},"page":"365-373","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Real Time RNN Based 3D Ultrasound Scan Adequacy for Developmental Dysplasia of the Hip"],"prefix":"10.1007","author":[{"given":"Olivia","family":"Paserin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kishore","family":"Mulpuri","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anthony","family":"Cooper","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antony J.","family":"Hodgson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rafeef","family":"Garbi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,9,26]]},"reference":[{"key":"42_CR1","doi-asserted-by":"crossref","unstructured":"Committee on Quality Improvement, Subcommittee on Developmental Dysplasia of the Hip: Clinical practice guideline: early detection of developmental dysplasia of the hip. Pediatrics 105(4), 896 (2000)","DOI":"10.1542\/peds.105.4.896"},{"issue":"5","key":"42_CR2","doi-asserted-by":"crossref","first-page":"320","DOI":"10.5435\/00124635-200109000-00005","volume":"9","author":"FT Hoaglund","year":"2001","unstructured":"Hoaglund, F.T., Steinbach, L.S.: Primary osteoarthritis of the hip: etiology and epidemiology. JAAOS 9(5), 320\u2013327 (2001)","journal-title":"JAAOS"},{"issue":"1","key":"42_CR3","doi-asserted-by":"publisher","first-page":"166","DOI":"10.1007\/s00247-012-2591-z","volume":"43","author":"L Atweh","year":"2013","unstructured":"Atweh, L., Kan, J.: Multimodality imaging of developmental dysplasia of the hip. Pediatr. Radiol. 43(1), 166\u2013171 (2013)","journal-title":"Pediatr. Radiol."},{"key":"42_CR4","first-page":"7","volume":"1","author":"C Tschauner","year":"2012","unstructured":"Tschauner, C., Matthissen, H.: Hip sonography with Graf-method in newborns: checklists help to avoid mistakes. OUB 1, 7\u20138 (2012)","journal-title":"OUB"},{"issue":"4","key":"42_CR5","doi-asserted-by":"publisher","first-page":"299","DOI":"10.11152\/mu.2013.2066.154.rg2","volume":"15","author":"R Graf","year":"2013","unstructured":"Graf, R., Mohajer, M., Florian, P.: Hip sonography update: quality-management, catastrophes - tips and tricks. Med. Ultrason. J. 15(4), 299\u2013303 (2013)","journal-title":"Med. Ultrason. J."},{"issue":"3","key":"42_CR6","doi-asserted-by":"publisher","first-page":"870","DOI":"10.1148\/radiol.14140451","volume":"273","author":"J Jaremko","year":"2014","unstructured":"Jaremko, J., Mabee, M., Swami, V., Jamieson, L., Chow, K., Thompson, R.: Potential for change in US diagnosis of hip dysplasia solely caused by changes in probe orientation: patterns of alpha-angle variation revealed by using three-dimensional US. Radiology 273(3), 870\u2013878 (2014)","journal-title":"Radiology"},{"issue":"1","key":"42_CR7","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1007\/s11548-015-1239-5","volume":"11","author":"A Hareendranathan","year":"2016","unstructured":"Hareendranathan, A., Mabee, M., Punithakumar, K., Noga, M., Jaremko, J.: A technique for semiautomatic segmentation of echogenic structures in 3D ultrasound, applied to infant hip dysplasia. Int. J. Comput. Assist. Radiol. Surg. 11(1), 31\u201342 (2016)","journal-title":"Int. J. Comput. Assist. Radiol. Surg."},{"key":"42_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"602","DOI":"10.1007\/978-3-319-46720-7_70","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2016","author":"N Quader","year":"2016","unstructured":"Quader, N., Hodgson, A., Mulpuri, K., Cooper, A., Abugharbieh, R.: Towards reliable automatic characterization of neonatal hip dysplasia from 3D ultrasound images. In: Ourselin, S., Joskowicz, L., Sabuncu, M.R., Unal, G., Wells, W. (eds.) MICCAI 2016. LNCS, vol. 9900, pp. 602\u2013609. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-46720-7_70"},{"key":"42_CR9","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1016\/j.media.2017.01.003","volume":"37","author":"M Maraci","year":"2017","unstructured":"Maraci, M., Bridge, C., Napolitano, R., Papageorghiou, A., Noble, A.: A framework for analysis of linear ultrasound videos to detect fetal presentation and heartbeat. Med. Image Anal. 37, 22\u201336 (2017)","journal-title":"Med. Image Anal."},{"key":"42_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1007\/978-3-642-24319-6_5","volume-title":"Machine Learning in Medical Imaging","author":"B Rahmatullah","year":"2011","unstructured":"Rahmatullah, B., Papageorghiou, A., Noble, J.A.: Automated selection of standardized planes from ultrasound volume. In: Suzuki, K., Wang, F., Shen, D., Yan, P. (eds.) MLMI 2011. LNCS, vol. 7009, pp. 35\u201342. Springer, Heidelberg (2011). https:\/\/doi.org\/10.1007\/978-3-642-24319-6_5"},{"issue":"6","key":"42_CR11","doi-asserted-by":"publisher","first-page":"1576","DOI":"10.1109\/TCYB.2017.2685080","volume":"47","author":"H Chen","year":"2017","unstructured":"Chen, H.: Ultrasound standard plane detection using a composite neural network framework. IEEE Trans. Cybern. 47(6), 1576\u20131586 (2017)","journal-title":"IEEE Trans. Cybern."},{"key":"42_CR12","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1007\/978-3-319-46723-8_24","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2016","author":"CF Baumgartner","year":"2016","unstructured":"Baumgartner, C.F., Kamnitsas, K., Matthew, J., Smith, S., Kainz, B., Rueckert, D.: Real-time standard scan plane detection and localisation in fetal ultrasound using fully convolutional neural networks. In: Ourselin, S., Joskowicz, L., Sabuncu, M.R., Unal, G., Wells, W. (eds.) MICCAI 2016. LNCS, vol. 9901, pp. 203\u2013211. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-46723-8_24"},{"key":"42_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"302","DOI":"10.1007\/978-3-319-66179-7_35","volume-title":"Medical Image Computing and Computer Assisted Intervention - MICCAI 2017","author":"AH Abdi","year":"2017","unstructured":"Abdi, A.H., et al.: Quality assessment of echocardiographic cine using recurrent neural networks: feasibility on five standard view planes. In: Descoteaux, M., Maier-Hein, L., Franz, A., Jannin, P., Collins, D.L., Duchesne, S. (eds.) MICCAI 2017. LNCS, vol. 10435, pp. 302\u2013310. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-66179-7_35"},{"key":"42_CR14","doi-asserted-by":"publisher","first-page":"1252","DOI":"10.1016\/j.ultrasmedbio.2017.01.012","volume":"43","author":"N Quader","year":"2017","unstructured":"Quader, N., Hodgson, A.J., Mulpuri, K., Schaeffer, E., Abugharbieh, R.: Automatic evaluation of scan adequacy and dysplasia metrics in 2-D ultrasound images of the neonatal hip. Ultrasound Med. Biol. 43, 1252\u20131262 (2017)","journal-title":"Ultrasound Med. Biol."},{"key":"42_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"124","DOI":"10.1007\/978-3-319-67543-5_12","volume-title":"Computer Assisted and Robotic Endoscopy and Clinical Image-Based Procedures","author":"O Paserin","year":"2017","unstructured":"Paserin, O., Mulpuri, K., Cooper, A., Hodgson, A.J., Abugharbieh, R.: Automatic near real-time evaluation of 3D ultrasound scan adequacy for developmental dysplasia of the hip. In: Cardoso, M.J., et al. (eds.) CARE\/CLIP -2017. LNCS, vol. 10550, pp. 124\u2013132. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-67543-5_12"},{"key":"42_CR16","unstructured":"Chollet, F.: Keras (2015). https:\/\/github.com\/fchollet\/keras"},{"key":"42_CR17","unstructured":"TensorFlow: Large-scale machine learning on heterogeneous systems (2015). tensorflow.org"},{"issue":"8","key":"42_CR18","doi-asserted-by":"publisher","first-page":"1735","DOI":"10.1162\/neco.1997.9.8.1735","volume":"9","author":"S Hochreiter","year":"1997","unstructured":"Hochreiter, S., Schmidhuber, J.: Long short-term memory. Neural Comput. 9(8), 1735\u20131780 (1997)","journal-title":"Neural Comput."},{"key":"42_CR19","unstructured":"Simonyan, K., Zisserman, A.: Very deep convolutional networks for large-scale image recognition. In: International Conference on Learning Representations, pp. 1\u201314 (2015)"},{"key":"42_CR20","unstructured":"Kingma, D.P., Ba, J.L.: Adam: a method for stochastic optimization. In: International Conference on Learning Representations, pp. 1\u201315 (2015)"}],"container-title":["Lecture Notes in Computer Science","Medical Image Computing and Computer Assisted Intervention \u2013 MICCAI 2018"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-00928-1_42","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,13]],"date-time":"2023-09-13T00:35:08Z","timestamp":1694565308000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-00928-1_42"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030009274","9783030009281"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-00928-1_42","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"26 September 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"MICCAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Medical Image Computing and Computer-Assisted Intervention","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Granada","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 September 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 September 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"miccai2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}