{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T15:18:05Z","timestamp":1742915885071,"version":"3.40.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783031077036"},{"type":"electronic","value":"9783031077043"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"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":[[2022]]},"DOI":"10.1007\/978-3-031-07704-3_28","type":"book-chapter","created":{"date-parts":[[2022,6,7]],"date-time":"2022-06-07T13:13:06Z","timestamp":1654607586000},"page":"343-356","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["NMF for\u00a0Quality Control of\u00a0Multi-modal Retinal Images for\u00a0Diagnosis of\u00a0Diabetes Mellitus and\u00a0Diabetic Retinopathy"],"prefix":"10.1007","author":[{"given":"Anass","family":"Benali","sequence":"first","affiliation":[]},{"given":"Laura","family":"Carrera","sequence":"additional","affiliation":[]},{"given":"Ann","family":"Christin","sequence":"additional","affiliation":[]},{"given":"Ruben","family":"Mart\u00edn","sequence":"additional","affiliation":[]},{"given":"Anibal","family":"Al\u00e9","sequence":"additional","affiliation":[]},{"given":"Marina","family":"Barraso","sequence":"additional","affiliation":[]},{"given":"Carolina","family":"Bernal","sequence":"additional","affiliation":[]},{"given":"Sara","family":"Mar\u00edn","sequence":"additional","affiliation":[]},{"given":"Silvia","family":"Feu","sequence":"additional","affiliation":[]},{"given":"Josep","family":"Rosin\u00e9s","sequence":"additional","affiliation":[]},{"given":"Teresa","family":"Hernandez","sequence":"additional","affiliation":[]},{"given":"Irene","family":"Vil\u00e1","sequence":"additional","affiliation":[]},{"given":"Cristian","family":"Oliva","sequence":"additional","affiliation":[]},{"given":"Irene","family":"Vinagre","sequence":"additional","affiliation":[]},{"given":"Emilio","family":"Ortega","sequence":"additional","affiliation":[]},{"given":"Marga","family":"Gimenez","sequence":"additional","affiliation":[]},{"given":"Enric","family":"Esmatjes","sequence":"additional","affiliation":[]},{"given":"Javier","family":"Zarranz-Ventura","sequence":"additional","affiliation":[]},{"given":"Enrique","family":"Romero","sequence":"additional","affiliation":[]},{"given":"Alfredo","family":"Vellido","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,6,8]]},"reference":[{"key":"28_CR1","doi-asserted-by":"crossref","unstructured":"Al\u00e9-Chilet, A., Bernal-Morales, C., Barraso, M., et al.: Optical coherence tomography angiography in type 1 diabetes mellitus. Report 2: diabetic kidney disease. J. Clin. Med. 11(1), 197 (2022)","DOI":"10.3390\/jcm11010197"},{"key":"28_CR2","doi-asserted-by":"crossref","unstructured":"Barraso, M., Al\u00e9-Chilet, A., Hern\u00e1ndez, T., et al.: Optical coherence tomography angiography in type 1 diabetes mellitus. Report 1: diabetic retinopathy. Transl. Vis. Sci. Technol. 9(10), 34 (2020)","DOI":"10.1167\/tvst.9.10.34"},{"key":"28_CR3","doi-asserted-by":"crossref","unstructured":"Bernal-Morales, C., Al\u00e9-Chilet, A., Mart\u00edn-Pinardel, R., et al.: Optical coherence tomography angiography in type 1 diabetes mellitus. Report 4: glycated haemoglobin. Diagnostics 11(9), 1537 (2021)","DOI":"10.3390\/diagnostics11091537"},{"key":"28_CR4","doi-asserted-by":"crossref","unstructured":"Daneman, D.: Type 1 diabetes. Lancet 367(9513), 847\u2013858 (2006)","DOI":"10.1016\/S0140-6736(06)68341-4"},{"issue":"1","key":"28_CR5","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1109\/TPAMI.2008.277","volume":"32","author":"CH Ding","year":"2008","unstructured":"Ding, C.H., Li, T., Jordan, M.I.: Convex and semi-nonnegative matrix factorizations. IEEE Trans. Pattern Anal. Mach. Intell. 32(1), 45\u201355 (2008)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"4","key":"28_CR6","doi-asserted-by":"publisher","first-page":"698","DOI":"10.1109\/TPAMI.2013.226","volume":"36","author":"N Gillis","year":"2013","unstructured":"Gillis, N., Vavasis, S.A.: Fast and robust recursive algorithms for separable nonnegative matrix factorization. IEEE Trans. Pattern Anal. Mach. Intell. 36(4), 698\u2013714 (2013)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"28_CR7","unstructured":"Graham, B.: Kaggle diabetic retinopathy detection competition report (2015). https:\/\/www.kaggle.com\/c\/diabetic-retinopathy-detection\/discussion\/15801"},{"issue":"3","key":"28_CR8","doi-asserted-by":"publisher","first-page":"451","DOI":"10.1038\/s41433-019-0566-0","volume":"34","author":"A Grzybowski","year":"2020","unstructured":"Grzybowski, A., Brona, P., Lim, G., Ruamviboonsuk, P., Tan, G.S., Abramoff, M., Ting, D.S.: Artificial intelligence for diabetic retinopathy screening: a review. Eye 34(3), 451\u2013460 (2020)","journal-title":"Eye"},{"issue":"12","key":"28_CR9","doi-asserted-by":"publisher","first-page":"1495","DOI":"10.1093\/bioinformatics\/btm134","volume":"23","author":"H Kim","year":"2007","unstructured":"Kim, H., Park, H.: Sparse non-negative matrix factorizations via alternating non-negativity-constrained least squares for microarray data analysis. Bioinformatics 23(12), 1495\u20131502 (2007)","journal-title":"Bioinformatics"},{"issue":"6755","key":"28_CR10","doi-asserted-by":"publisher","first-page":"788","DOI":"10.1038\/44565","volume":"401","author":"DD Lee","year":"1999","unstructured":"Lee, D.D., Seung, H.S.: Learning the parts of objects by non-negative matrix factorization. Nature 401(6755), 788\u2013791 (1999)","journal-title":"Nature"},{"key":"28_CR11","doi-asserted-by":"crossref","unstructured":"Lisboa, P., Saralajew, S., Vellido, A., Villmann, T.: The coming of age of interpretable and explainable machine learning models. In: Proceedings of the 29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2021), pp. 547\u2013556 (2021)","DOI":"10.14428\/esann\/2021.ES2021-2"},{"key":"28_CR12","unstructured":"National Health Service UK: Diabetic retinopathy (2018). https:\/\/www.nhs.uk\/conditions\/diabetic-retinopathy\/"},{"issue":"1","key":"28_CR13","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1038\/s41598-019-56847-4","volume":"10","author":"LM N\u00fa\u00f1ez","year":"2020","unstructured":"N\u00fa\u00f1ez, L.M., Romero, E., Juli\u00e0-Sap\u00e9, M., Ledesma-Carbayo, M.J., Santos, A., Ar\u00fas, C., Candiota, A.P., Vellido, A.: Unraveling response to temozolomide in preclinical gl261 glioblastoma with MRI\/MRSI using radiomics and signal source extraction. Sci. Rep. 10(1), 1\u201313 (2020)","journal-title":"Sci. Rep."},{"issue":"1","key":"28_CR14","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/s12880-019-0391-8","volume":"19","author":"J Zarranz-Ventura","year":"2019","unstructured":"Zarranz-Ventura, J., Barraso, M., Al\u00e9-Chilet, A., et al.: Evaluation of microvascular changes in the Perifoveal vascular network using optical coherence tomography angiography (octa) in type i diabetes mellitus: a large scale prospective trial. BMC Med. Imaging 19(1), 1\u20136 (2019)","journal-title":"BMC Med. Imaging"}],"container-title":["Lecture Notes in Computer Science","Bioinformatics and Biomedical Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-07704-3_28","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,19]],"date-time":"2022-06-19T23:08:42Z","timestamp":1655680122000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-07704-3_28"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031077036","9783031077043"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-07704-3_28","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"8 June 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IWBBIO","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Work-Conference on Bioinformatics and Biomedical Engineering","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Gran Canaria","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":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 June 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 June 2022","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":"iwbbio2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/iwbbio.ugr.es\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"212","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":"75","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":"35% - 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":"3,1","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":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}