{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,9]],"date-time":"2026-01-09T21:06:09Z","timestamp":1767992769608,"version":"3.49.0"},"publisher-location":"Cham","reference-count":8,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030772109","type":"print"},{"value":"9783030772116","type":"electronic"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"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":[[2021]]},"DOI":"10.1007\/978-3-030-77211-6_40","type":"book-chapter","created":{"date-parts":[[2021,6,7]],"date-time":"2021-06-07T23:06:27Z","timestamp":1623107187000},"page":"355-360","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Mobile Aided System of Deep-Learning Based Cataract Grading from Fundus Images"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8878-7562","authenticated-orcid":false,"given":"Yaroub","family":"Elloumi","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,6,8]]},"reference":[{"issue":"2","key":"40_CR1","doi-asserted-by":"publisher","first-page":"436","DOI":"10.1109\/tmi.2019.2928229","volume":"39","author":"Y Zhou","year":"2020","unstructured":"Zhou, Y., Li, G., Li, H.: Automatic cataract classification using deep neural network with discrete state transition. IEEE Trans. Med. Imaging 39(2), 436\u2013446 (2020). https:\/\/doi.org\/10.1109\/tmi.2019.2928229","journal-title":"IEEE Trans. Med. Imaging"},{"key":"40_CR2","doi-asserted-by":"crossref","unstructured":"Cao, L., Li, H., Zhang, Y., Xu, L., Zhang, L.: Hierarchical method for cataract grading based on retinal images using improved Haar wavelet (2019). arXiv:1904.01261v1","DOI":"10.1016\/j.inffus.2019.06.022"},{"key":"40_CR3","doi-asserted-by":"publisher","unstructured":"Song, W., Cao, Y., Qiao, Z., Wang, Q., Yang, J.: An improved semi-supervised learning method on cataract fundus image classification. In: 2019 IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC), vol. 2, pp. 362\u2013367 (2019). https:\/\/doi.org\/10.1109\/compsac.2019.10233","DOI":"10.1109\/compsac.2019.10233"},{"key":"40_CR4","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1016\/j.cmpb.2015.10.007","volume":"124","author":"J-J Yang","year":"2016","unstructured":"Yang, J.-J., et al.: Exploiting ensemble learning for automatic cataract detection and grading. Comput. Meth. and Prog. Biomed. 124, 45\u201357 (2016). https:\/\/doi.org\/10.1016\/j.cmpb.2015.10.007","journal-title":"Comput. Meth. and Prog. Biomed."},{"key":"40_CR5","doi-asserted-by":"publisher","unstructured":"Akil, M., Elloumi, Y.: Detection of retinal abnormalities using smartphone-captured fundus images: a survey. In: Real-Time Image Processing and Deep Learning 2019, p. 21. Baltimore, United States (2019). https:\/\/doi.org\/10.1117\/12.2519094","DOI":"10.1117\/12.2519094"},{"key":"40_CR6","doi-asserted-by":"publisher","unstructured":"Blaiech, A.G., Mansour, A., Kerkeni, A., Bedoui, M.H., Ben Abdallah, A.: Impact of enhancement for coronary artery segmentation based on deep learning neural network. In: 9th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2019, 1\u20134 July 2019.\u00a0https:\/\/doi.org\/10.1007\/978-3-030-31321-0_23","DOI":"10.1007\/978-3-030-31321-0_23"},{"key":"40_CR7","doi-asserted-by":"publisher","unstructured":"Boudegga, H., Elloumi, Y., Akil, M., Bedoui, M.H., Kachouri, R., Ben Abdallah, A.: Fast and efficient retinal blood vessel segmentation method based on deep learning network. Comput. Med. Imaging Graph. (2021). https:\/\/doi.org\/10.1016\/j.compmedimag.2021.101902","DOI":"10.1016\/j.compmedimag.2021.101902"},{"key":"40_CR8","doi-asserted-by":"publisher","unstructured":"Boukadida, R., Elloumi, Y., Akil, M., Bedoui, M.H.: Mobile\u2010aided screening system for proliferative diabetic retinopathy. Int. J. Imaging Syst. Technol. https:\/\/doi.org\/10.1002\/ima.22547","DOI":"10.1002\/ima.22547"}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence in Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-77211-6_40","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,31]],"date-time":"2024-01-31T10:07:25Z","timestamp":1706695645000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-77211-6_40"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030772109","9783030772116"],"references-count":8,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-77211-6_40","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"8 June 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AIME","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Artificial Intelligence in Medicine","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 June 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 June 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aime2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/aime21.aimedicine.info\/index.php","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}