{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,19]],"date-time":"2025-11-19T23:07:25Z","timestamp":1763593645223,"version":"3.45.0"},"publisher-location":"Cham","reference-count":19,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030634186"},{"type":"electronic","value":"9783030634193"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-63419-3_17","type":"book-chapter","created":{"date-parts":[[2020,11,19]],"date-time":"2020-11-19T20:57:56Z","timestamp":1605819476000},"page":"165-174","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["An Automated Aggressive Posterior Retinopathy of Prematurity Diagnosis System by Squeeze and Excitation Hierarchical Bilinear Pooling Network"],"prefix":"10.1007","author":[{"given":"Rugang","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jinfeng","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guozhen","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hai","family":"Xie","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guanghui","family":"Yue","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tianfu","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guoming","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Baiying","family":"Lei","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,11,20]]},"reference":[{"issue":"1","key":"17_CR1","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1007\/BF02723783","volume":"69","author":"R Aggarwal","year":"2002","unstructured":"Aggarwal, R., Agarwal, R., Deorari, A.K., Paul, V.K.: Retinopathy of prematurity. Indian J. Pediatr. 69(1), 83\u201386 (2002). https:\/\/doi.org\/10.1007\/BF02723783","journal-title":"Indian J. Pediatr."},{"issue":"S1","key":"17_CR2","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1038\/pr.2013.205","volume":"74","author":"H Blencowe","year":"2013","unstructured":"Blencowe, H., Lawn, J.E., Vazquez, T., et al.: Preterm-associated visual impairment and estimates of retinopathy of prematurity at regional and global levels for 2010. Pediatr. Res. 74(S1), 35\u201349 (2013)","journal-title":"Pediatr. Res."},{"issue":"3","key":"17_CR3","doi-asserted-by":"publisher","first-page":"271","DOI":"10.1016\/j.jaapos.2016.01.013","volume":"20","author":"A Vinekar","year":"2016","unstructured":"Vinekar, A., Chidambara, L., Jayadev, C., et al.: Monitoring neovascularization in aggressive posterior retinopathy of prematurity using optical coherence tomography angiography. J. Am. Assoc. Pediatr. Ophthalmol. Strabismus 20(3), 271\u2013274 (2016)","journal-title":"J. Am. Assoc. Pediatr. Ophthalmol. Strabismus"},{"issue":"10","key":"17_CR4","doi-asserted-by":"publisher","first-page":"e0163923","DOI":"10.1371\/journal.pone.0163923","volume":"11","author":"D Rajashekar","year":"2016","unstructured":"Rajashekar, D., Srinivasa, G., Vinekar, A.: Comprehensive retinal image analysis for aggressive posterior retinopathy of prematurity. PLoS ONE 11(10), e0163923 (2016)","journal-title":"PLoS ONE"},{"issue":"9","key":"17_CR5","doi-asserted-by":"publisher","first-page":"1022","DOI":"10.1001\/jamaophthalmol.2019.2433","volume":"137","author":"S Taylor","year":"2019","unstructured":"Taylor, S., Brown, J.M., Gupta, K., et al.: Monitoring disease progression with a quantitative severity scale for retinopathy of prematurity using deep learning. JAMA Ophthalmol. 137(9), 1022\u20131028 (2019)","journal-title":"JAMA Ophthalmol."},{"key":"17_CR6","doi-asserted-by":"crossref","unstructured":"Woo R, Chan R V P, Vinekar A, et al.: Aggressive posterior retinopathy of prematurity: a pilot study of quantitative analysis of vascular features. Graefe\u2019s Arch. Clin. Exp. Ophthalmol. 253(2), 181\u2013187 (2015)","DOI":"10.1007\/s00417-014-2857-2"},{"issue":"6","key":"17_CR7","doi-asserted-by":"publisher","first-page":"648","DOI":"10.1001\/jamaophthalmol.2018.1195","volume":"136","author":"SJ Kim","year":"2018","unstructured":"Kim, S.J., Campbell, J.P., Kalpathy-Cramer, J., et al.: Accuracy and reliability of eye-based vs quadrant-based diagnosis of plus disease in retinopathy of prematurity. JAMA Ophthalmol. 136(6), 648\u2013655 (2018)","journal-title":"JAMA Ophthalmol."},{"key":"17_CR8","doi-asserted-by":"crossref","unstructured":"Prematurity ICftCoRo: The international classification of retinopathy of prematurity revisited. Arch. Ophthalmol. 123(7), 991 (2005)","DOI":"10.1001\/archopht.123.7.991"},{"issue":"1","key":"17_CR9","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1542\/peds.2012-2996","volume":"131","author":"American Academy of Pediatrics Section on Ophthalmology","year":"2013","unstructured":"American Academy of Pediatrics Section on Ophthalmology: Screening examination of premature infants for retinopathy of prematurity. Pediatrics 131(1), 189\u2013195 (2013)","journal-title":"Pediatrics"},{"issue":"7","key":"17_CR10","doi-asserted-by":"publisher","first-page":"875","DOI":"10.1001\/archopht.125.7.875","volume":"125","author":"MF Chiang","year":"2007","unstructured":"Chiang, M.F., Jiang, L., Gelman, R., et al.: Interexpert agreement of plus disease diagnosis in retinopathy of prematurity. Arch. Ophthalmol. 125(7), 875\u2013880 (2007)","journal-title":"Arch. Ophthalmol."},{"issue":"7","key":"17_CR11","doi-asserted-by":"publisher","first-page":"803","DOI":"10.1001\/jamaophthalmol.2018.1934","volume":"136","author":"JM Brown","year":"2018","unstructured":"Brown, J.M., Campbell, J.P., Beers, A., et al.: Automated diagnosis of plus disease in retinopathy of prematurity using deep convolutional neural networks. JAMA Ophthalmol. 136(7), 803\u2013810 (2018)","journal-title":"JAMA Ophthalmol."},{"issue":"9","key":"17_CR12","doi-asserted-by":"publisher","first-page":"2211","DOI":"10.1109\/TMI.2019.2903434","volume":"38","author":"A Diaz-Pinto","year":"2019","unstructured":"Diaz-Pinto, A., Colomer, A., Naranjo, V., et al.: Retinal image synthesis and semi-supervised learning for glaucoma assessment. IEEE Trans. Med. Imaging 38(9), 2211\u20132218 (2019)","journal-title":"IEEE Trans. Med. Imaging"},{"issue":"22","key":"17_CR13","doi-asserted-by":"publisher","first-page":"2402","DOI":"10.1001\/jama.2016.17216","volume":"316","author":"V Gulshan","year":"2016","unstructured":"Gulshan, V., Peng, L., Coram, M., et al.: Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs. JAMA 316(22), 2402\u20132410 (2016)","journal-title":"JAMA"},{"issue":"2","key":"17_CR14","doi-asserted-by":"publisher","first-page":"712","DOI":"10.1167\/iovs.18-25325","volume":"60","author":"DB Russakoff","year":"2019","unstructured":"Russakoff, D.B., Lamin, A., Oakley, J.D., et al.: Deep learning for prediction of AMD progression: a pilot study. Investig. Ophthalmol. Vis. Sci. 60(2), 712\u2013722 (2019)","journal-title":"Investig. Ophthalmol. Vis. Sci."},{"issue":"2","key":"17_CR15","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1038\/s41551-016-0024","volume":"1","author":"E Long","year":"2017","unstructured":"Long, E., Lin, H., Liu, Z., et al.: An artificial intelligence platform for the multihospital collaborative management of congenital cataracts. Nat. Biomed. Eng. 1(2), 1\u20138 (2017)","journal-title":"Nat. Biomed. Eng."},{"key":"17_CR16","doi-asserted-by":"publisher","first-page":"103530","DOI":"10.1109\/ACCESS.2019.2930120","volume":"7","author":"J Zhao","year":"2019","unstructured":"Zhao, J., Lei, B., Wu, Z., et al.: A deep learning framework for identifying zone I in RetCam images. IEEE Access 7, 103530\u2013103537 (2019)","journal-title":"IEEE Access"},{"key":"17_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"595","DOI":"10.1007\/978-3-030-01270-0_35","volume-title":"Computer Vision \u2013 ECCV 2018","author":"C Yu","year":"2018","unstructured":"Yu, C., Zhao, X., Zheng, Q., Zhang, P., You, X.: Hierarchical bilinear pooling for fine-grained visual recognition. In: Ferrari, V., Hebert, M., Sminchisescu, C., Weiss, Y. (eds.) ECCV 2018. LNCS, vol. 11220, pp. 595\u2013610. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-030-01270-0_35"},{"key":"17_CR18","doi-asserted-by":"crossref","unstructured":"Hu, J., Shen, L., Sun, G.: Squeeze-and-excitation networks. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 7132\u20137141 (2018)","DOI":"10.1109\/CVPR.2018.00745"},{"key":"17_CR19","doi-asserted-by":"crossref","unstructured":"Lin, T.Y., Goyal, P., Girshick, R., et al.: Focal loss for dense object detection. In: Proceedings of the IEEE International Conference on Computer Vision, pp. 2980\u20132988 (2017)","DOI":"10.1109\/ICCV.2017.324"}],"container-title":["Lecture Notes in Computer Science","Ophthalmic Medical Image Analysis"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-63419-3_17","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,19]],"date-time":"2025-11-19T23:02:34Z","timestamp":1763593354000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-63419-3_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030634186","9783030634193"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-63419-3_17","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"20 November 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"OMIA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Workshop on Ophthalmic Medical Image Analysis","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Lima","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Peru","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 October 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 October 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"omia2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/sites.google.com\/view\/omia7\/home","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"CMT","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"34","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"21","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"62% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"The workshop was held virtually due to the COVID-19 crisis.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}