{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,16]],"date-time":"2025-07-16T12:50:50Z","timestamp":1752670250953,"version":"3.40.3"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030120283"},{"type":"electronic","value":"9783030120290"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-12029-0_36","type":"book-chapter","created":{"date-parts":[[2019,2,13]],"date-time":"2019-02-13T12:05:30Z","timestamp":1550059530000},"page":"329-338","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["A Semantic-Wise Convolutional Neural Network Approach for 3-D Left Atrium Segmentation from Late Gadolinium Enhanced Magnetic Resonance Imaging"],"prefix":"10.1007","author":[{"given":"Davide","family":"Borra","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alessandro","family":"Masci","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lorena","family":"Esposito","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alice","family":"Andal\u00f2","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Claudio","family":"Fabbri","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cristiana","family":"Corsi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,2,14]]},"reference":[{"issue":"2","key":"36_CR1","doi-asserted-by":"publisher","first-page":"371","DOI":"10.1016\/S0735-1097(00)01107-4","volume":"37","author":"SS Chugh","year":"2001","unstructured":"Chugh, S.S., Blackshear, J.L., Shen, W.K., Hammill, S.C., Gersh, B.J.: Epidemiology and natural history of atrial fibrillation: clinical implications. J. Am. Coll. Cardiol. 37(2), 371\u2013378 (2001)","journal-title":"J. Am. Coll. Cardiol."},{"issue":"8","key":"36_CR2","doi-asserted-by":"publisher","first-page":"983","DOI":"10.1161\/01.STR.22.8.983","volume":"22","author":"PA Wolf","year":"1991","unstructured":"Wolf, P.A., Abbott, R.D., Kannel, W.B.: Atrial fibrillation as an independent risk factor for stroke: the Framingham study. Stroke 22(8), 983\u2013988 (1991)","journal-title":"Stroke"},{"issue":"23","key":"36_CR3","doi-asserted-by":"publisher","first-page":"2368","DOI":"10.1161\/CIRCULATIONAHA.110.946806","volume":"122","author":"F Ouyang","year":"2010","unstructured":"Ouyang, F., et al.: Long-term results of catheter ablation in paroxysmal atrial fibrillationclinical perspective: lessons from a 5-year follow-up. Circulation 122(23), 2368\u20132377 (2010)","journal-title":"Circulation"},{"issue":"2","key":"36_CR4","doi-asserted-by":"publisher","first-page":"160","DOI":"10.1016\/j.jacc.2010.05.061","volume":"57","author":"R Weerasooriya","year":"2011","unstructured":"Weerasooriya, R., et al.: Catheter ablation for atrial fibrillation: are results maintained at 5 years of follow-up? J. Am. Coll. Cardiol. 57(2), 160\u2013166 (2011)","journal-title":"J. Am. Coll. Cardiol."},{"issue":"1","key":"36_CR5","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1111\/j.1540-8167.2010.01876.x","volume":"22","author":"N Akoum","year":"2011","unstructured":"Akoum, N., et al.: Atrial fibrosis helps select the appropriate patient and strategy in catheter ablation of atrial fibrillation: a DE-MRI guided approach. J. Cardiovasc. Electrophysiol. 22(1), 16\u201322 (2011)","journal-title":"J. Cardiovasc. Electrophysiol."},{"issue":"13","key":"36_CR6","doi-asserted-by":"publisher","first-page":"1758","DOI":"10.1161\/CIRCULATIONAHA.108.811877","volume":"119","author":"RS Oakes","year":"2009","unstructured":"Oakes, R.S., et al.: Detection and quantification of left atrial structural remodeling with delayed-enhancement magnetic resonance imaging in patients with atrial fibrillation. Circulation 119(13), 1758\u20131767 (2009)","journal-title":"Circulation"},{"issue":"7","key":"36_CR7","doi-asserted-by":"publisher","first-page":"831","DOI":"10.1016\/j.jacc.2010.09.049","volume":"57","author":"M Daccarett","year":"2011","unstructured":"Daccarett, M., et al.: Association of left atrial fibrosis detected by delayed-enhancement magnetic resonance imaging and the risk of stroke in patients with atrial fibrillation. J. Am. Coll. Cardiol. 57(7), 831\u2013838 (2011)","journal-title":"J. Am. Coll. Cardiol."},{"issue":"8","key":"36_CR8","doi-asserted-by":"publisher","first-page":"1184","DOI":"10.1016\/j.hrthm.2013.04.030","volume":"10","author":"L Malcolme-Lawes","year":"2013","unstructured":"Malcolme-Lawes, L., et al.: Automated analysis of atrial late gadolinium enhancement imaging that correlates with endocardial voltage and clinical outcomes: a 2-center study. Heart Rhythm 10(8), 1184\u20131191 (2013)","journal-title":"Heart Rhythm"},{"issue":"5","key":"36_CR9","doi-asserted-by":"publisher","first-page":"498","DOI":"10.1001\/jama.2014.3","volume":"311","author":"NF Marrouche","year":"2014","unstructured":"Marrouche, N.F., et al.: Association of atrial tissue fibrosis identified by delayed enhancement MRI and atrial fibrillation catheter ablation: the DECAAF study. Jama 311(5), 498\u2013506 (2014)","journal-title":"Jama"},{"issue":"12","key":"36_CR10","doi-asserted-by":"publisher","first-page":"2003","DOI":"10.1016\/j.hrthm.2012.08.039","volume":"9","author":"DD Spragg","year":"2012","unstructured":"Spragg, D.D., et al.: Initial experience with magnetic resonance imaging of atrial scar and co-registration with electroanatomic voltage mapping during atrial fibrillation: success and limitations. Heart Rhythm 9(12), 2003\u20132009 (2012)","journal-title":"Heart Rhythm"},{"issue":"2","key":"36_CR11","doi-asserted-by":"publisher","first-page":"138","DOI":"10.1111\/jce.12298","volume":"25","author":"C Sohns","year":"2014","unstructured":"Sohns, C., et al.: Quantitative magnetic resonance imaging analysis of the relationship between contact force and left atrial scar formation after catheter ablation of atrial fibrillation. J. Cardiovasc. Electrophysiol. 25(2), 138\u2013145 (2014)","journal-title":"J. Cardiovasc. Electrophysiol."},{"issue":"1","key":"36_CR12","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1186\/1532-429X-15-105","volume":"15","author":"R Karim","year":"2013","unstructured":"Karim, R., et al.: Evaluation of current algorithms for segmentation of scar tissue from late gadolinium enhancement cardiovascular magnetic resonance of the left atrium: an open-access grand challenge. J. Cardiovasc. Magn. Reson. 15(1), 105 (2013)","journal-title":"J. Cardiovasc. Magn. Reson."},{"key":"36_CR13","first-page":"377","volume-title":"Lecture Notes in Computer Science","author":"Aliasghar Mortazi","year":"2017","unstructured":"Mortazi, A., Karim, R., Rhode, K.S., Burt, J., Bagci, U.: CardiacNET: segmentation of left atrium and proximal pulmonary veins from MRI using multi-view CNN. CoRR abs\/1705.06333 (2017). http:\/\/arxiv.org\/abs\/1705.06333"},{"issue":"7","key":"36_CR14","doi-asserted-by":"publisher","first-page":"1460","DOI":"10.1109\/TMI.2015.2398818","volume":"34","author":"C Tobon-Gomez","year":"2015","unstructured":"Tobon-Gomez, C., Geers, A.J., et al.: Benchmark for algorithms segmenting the left atrium from 3D CT and MRI datasets. IEEE Trans. Med. Imaging 34(7), 1460\u20131473 (2015). https:\/\/doi.org\/10.1109\/TMI.2015.2398818","journal-title":"IEEE Trans. Med. Imaging"},{"key":"36_CR15","doi-asserted-by":"crossref","unstructured":"Baumgartner, C.F., Koch, L.M., Pollefeys, M., Konukoglu, E.: An exploration of 2D and 3D deep learning techniques for cardiac MR image segmentation. CoRR abs\/1709.04496 (2017). http:\/\/arxiv.org\/abs\/1709.04496","DOI":"10.1007\/978-3-319-75541-0_12"},{"key":"36_CR16","first-page":"234","volume-title":"Lecture Notes in Computer Science","author":"Olaf Ronneberger","year":"2015","unstructured":"Ronneberger, O., Fischer, P., Brox, T.: U-net: convolutional networks for biomedical image segmentation. CoRR abs\/1505.04597 (2015). http:\/\/arxiv.org\/abs\/1505.04597"},{"key":"36_CR17","doi-asserted-by":"crossref","unstructured":"He, K., Zhang, X., Ren, S., Sun, J.: Delving deep into rectifiers: surpassing human-level performance on imagenet classification. CoRR abs\/1502.01852 (2015). http:\/\/arxiv.org\/abs\/1502.01852","DOI":"10.1109\/ICCV.2015.123"},{"key":"36_CR18","unstructured":"Ioffe, S., Szegedy, C.: Batch normalization: accelerating deep network training by reducing internal covariate shift. CoRR abs\/1502.03167 (2015). http:\/\/arxiv.org\/abs\/1502.03167"},{"key":"36_CR19","unstructured":"Kingma, D.P., Ba, J.: Adam: a method for stochastic optimization. CoRR abs\/1412.6980 (2014). http:\/\/arxiv.org\/abs\/1412.6980"},{"key":"36_CR20","unstructured":"Chollet, F., et al.: Keras (2015). https:\/\/github.com\/keras-team\/keras"},{"key":"36_CR21","unstructured":"Abadi, M., Agarwal, A., et al.: TensorFlow: large-scale machine learning on heterogeneous systems (2015). Software available from tensorflow.org. https:\/\/www.tensorflow.org\/"}],"container-title":["Lecture Notes in Computer Science","Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-12029-0_36","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T13:32:12Z","timestamp":1710250332000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-12029-0_36"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030120283","9783030120290"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-12029-0_36","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"14 February 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"STACOM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Workshop on Statistical Atlases and Computational Models of the Heart","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":"16 September 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"stacom2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/stacom2018.cardiacatlas.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}