{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T09:45:28Z","timestamp":1742982328193,"version":"3.40.3"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030009335"},{"type":"electronic","value":"9783030009342"}],"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\/978-3-030-00934-2_77","type":"book-chapter","created":{"date-parts":[[2018,9,12]],"date-time":"2018-09-12T23:24:33Z","timestamp":1536794673000},"page":"693-701","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":24,"title":["Liver Lesion Detection from Weakly-Labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox Detector"],"prefix":"10.1007","author":[{"given":"Sang-gil","family":"Lee","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jae Seok","family":"Bae","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hyunjae","family":"Kim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jung Hoon","family":"Kim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sungroh","family":"Yoon","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,9,26]]},"reference":[{"key":"77_CR1","unstructured":"Stewart, B.W., Wild, C.P.: World cancer report 2014. Health (2017)"},{"issue":"1","key":"77_CR2","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/j.bpg.2004.10.004","volume":"19","author":"KA McGlynn","year":"2005","unstructured":"McGlynn, K.A., London, W.T.: Epidemiology and natural history of hepatocellular carcinoma. Best Pract. Res. Clin. Gastroenterol. 19(1), 3\u201323 (2005)","journal-title":"Best Pract. Res. Clin. Gastroenterol."},{"issue":"4","key":"77_CR3","doi-asserted-by":"publisher","first-page":"835","DOI":"10.1053\/j.gastro.2015.12.041","volume":"150","author":"J Bruix","year":"2016","unstructured":"Bruix, J., Reig, M., Sherman, M.: Evidence-based diagnosis, staging, and treatment of patients with hepatocellular carcinoma. Gastroenterology 150(4), 835\u2013853 (2016)","journal-title":"Gastroenterology"},{"issue":"1","key":"77_CR4","doi-asserted-by":"publisher","first-page":"134","DOI":"10.1148\/radiol.2017162080","volume":"285","author":"Bo Ram Kim","year":"2017","unstructured":"Kim, B.R., et al.: Diagnostic performance of gadoxetic acid-enhanced liver MR imaging versus multidetector CT in the detection of dysplastic nodules and early hepatocellular carcinoma. Radiology 285(1), 134\u2013146 (2017)","journal-title":"Radiology"},{"issue":"1","key":"77_CR5","doi-asserted-by":"publisher","first-page":"358","DOI":"10.1002\/hep.29086","volume":"67","author":"Julie K. Heimbach","year":"2017","unstructured":"Heimbach, J.K., et al.: AASLD guidelines for the treatment of hepatocellular carcinoma. Hepatology 67(1), 358\u2013380 (2018)","journal-title":"Hepatology"},{"key":"77_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"415","DOI":"10.1007\/978-3-319-46723-8_48","volume-title":"Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2016","author":"PF Christ","year":"2016","unstructured":"Christ, P.F.: Automatic liver and lesion segmentation in CT using cascaded fully convolutional neural networks and 3D conditional random fields. In: Ourselin, S., Joskowicz, L., Sabuncu, M.R., Unal, G., Wells, W. (eds.) MICCAI 2016. LNCS, vol. 9901, pp. 415\u2013423. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-46723-8_48"},{"key":"77_CR7","unstructured":"Vorontsov, E., Chartrand, G., Tang, A., Pal, C., Kadoury, S.: Liver lesion segmentation informed by joint liver segmentation. arXiv preprint arXiv:1707.07734"},{"key":"77_CR8","unstructured":"Bi, L., Kim, J., Kumar, A., Feng, D.: Automatic liver lesion detection using cascaded deep residual networks. arXiv preprint arXiv:1704.02703"},{"key":"77_CR9","doi-asserted-by":"crossref","unstructured":"Huang, J., et al.: Speed\/accuracy trade-offs for modern convolutional object detectors. In: CVPR (2017)","DOI":"10.1109\/CVPR.2017.351"},{"key":"77_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1007\/978-3-319-46448-0_2","volume-title":"Computer Vision \u2013 ECCV 2016","author":"W Liu","year":"2016","unstructured":"Liu, W., et al.: SSD: single shot multibox detector. In: Leibe, B., Matas, J., Sebe, N., Welling, M. (eds.) ECCV 2016. LNCS, vol. 9905, pp. 21\u201337. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-46448-0_2"},{"key":"77_CR11","unstructured":"Simonyan, K., Andrew, Z.: Very deep convolutional networks for large-scale image recognition. In: ICLR (2015)"},{"key":"77_CR12","unstructured":"Alex, K., et al.: ImageNet classification with deep convolutional neural networks. In: NIPS (2012)"},{"key":"77_CR13","unstructured":"Ren, S., He, K., Girshick, R., Sun, J.: Faster R-CNN: towards real-time object detection with region proposal networks. In: NIPS (2015)"},{"key":"77_CR14","doi-asserted-by":"crossref","unstructured":"Redmon, J., Divvala, S., Girshick, R., Farhadi, A.: You only look once: unified, real-time object detection. In: CVPR (2016)","DOI":"10.1109\/CVPR.2016.91"},{"key":"77_CR15","doi-asserted-by":"crossref","unstructured":"He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. In: CVPR (2016)","DOI":"10.1109\/CVPR.2016.90"},{"key":"77_CR16","doi-asserted-by":"crossref","unstructured":"Huang, G., Liu, Z., Weinberger, K. Q., van der Maaten, L.: Densely connected convolutional networks. In: CVPR (2017)","DOI":"10.1109\/CVPR.2017.243"},{"key":"77_CR17","unstructured":"Cao, G., et al.: Feature-fused SSD: fast detection for small objects. arXiv preprint arXiv:1709.05054"},{"key":"77_CR18","unstructured":"Li, Z., Zhou, F.: FSSD: feature fusion single shot multibox detector. arXiv preprint arXiv:1712.00960"},{"key":"77_CR19","unstructured":"Soler, L., et al.: 3D image reconstruction for comparison of algorithm database: a patient-specific anatomical and medical image database (2012)"},{"key":"77_CR20","unstructured":"Christ, P.F.: LiTS: liver tumor segmentation challenge. In: ISBI and MICCAI (2017)"},{"key":"77_CR21","doi-asserted-by":"crossref","unstructured":"Diamant, I., Goldberger, J., Klang, E., Amitai, M., Greenspan, H.: Multi-phase liver lesions classification using relevant visual words based on mutual information. In: ISBI (2015)","DOI":"10.1109\/ISBI.2015.7163898"},{"key":"77_CR22","doi-asserted-by":"crossref","unstructured":"Szegedy, C., et al.: Going deeper with convolutions. In: CVPR (2015)","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"77_CR23","unstructured":"Lin, M., Chen, Q., Yan, S.: Network in network. arXiv preprint arXiv:1312.4400"}],"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\/978-3-030-00934-2_77","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,13]],"date-time":"2023-09-13T00:05:00Z","timestamp":1694563500000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-00934-2_77"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783030009335","9783030009342"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-00934-2_77","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"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":"11","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"miccai2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.miccai2018.org\/en\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}