{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T07:00:30Z","timestamp":1743145230376,"version":"3.40.3"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319679334"},{"type":"electronic","value":"9783319679341"}],"license":[{"start":{"date-parts":[[2017,9,27]],"date-time":"2017-09-27T00:00:00Z","timestamp":1506470400000},"content-version":"unspecified","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":[[2018]]},"DOI":"10.1007\/978-3-319-67934-1_2","type":"book-chapter","created":{"date-parts":[[2017,9,13]],"date-time":"2017-09-13T05:25:50Z","timestamp":1505280350000},"page":"15-23","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Early Stage Detection of Diabetic Retinopathy Using an Optimal Feature Set"],"prefix":"10.1007","author":[{"given":"S. D.","family":"Shirbahadurkar","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vijay M.","family":"Mane","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"D. V.","family":"Jadhav","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,9,27]]},"reference":[{"key":"2_CR1","unstructured":"Parenthetic, P., et al.: Diabetic Retinopathy Image Database (DRiDB): a new database for diabetic retinopathy screening programs research. In: 2013 8th International Symposium on Image and Signal Processing and Analysis (ISPA). IEEE (2013)"},{"issue":"2","key":"2_CR2","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1136\/qhc.9.2.137","volume":"9","author":"A Melville","year":"2000","unstructured":"Melville, A., et al.: Complications of diabetes: screening for retinopathy and management of foot ulcers. Qual. Saf. Health Care. 9(2), 137\u2013141 (2000)","journal-title":"Qual. Saf. Health Care."},{"issue":"6","key":"2_CR3","first-page":"520","volume":"34","author":"VM Mane","year":"2014","unstructured":"Mane, V.M., Jadhav, D.V.: Review: progress towards automated early stage detection of diabetic retinopathy: image analysis systems and potential. J. Med. Biol. Eng. 34(6), 520\u2013527 (2014)","journal-title":"J. Med. Biol. Eng."},{"issue":"2","key":"2_CR4","doi-asserted-by":"publisher","first-page":"523","DOI":"10.1109\/TMI.2010.2089383","volume":"30","author":"G Quellec","year":"2011","unstructured":"Quellec, G., Russell, S.R., Abramoff, M.D.: Optimal filter framework for automated instantaneous detection of lesions in retinal images. IEEE Trans. Med. Imag. 30(2), 523\u2013533 (2011)","journal-title":"IEEE Trans. Med. Imag."},{"key":"2_CR5","doi-asserted-by":"crossref","unstructured":"Giancardo, L., Meriaudeau, F., Karnowski, T.P.: Microaneurysm detection with radon transform-based classification on retina images. In: IEEE\u00a0Engineering\u00a0in\u00a0Medicine\u00a0and\u00a0Biology Society, pp. 5939\u20135942 (2011)","DOI":"10.1109\/IEMBS.2011.6091562"},{"issue":"6","key":"2_CR6","doi-asserted-by":"publisher","first-page":"1720","DOI":"10.1109\/TBME.2012.2193126","volume":"59","author":"B Antal","year":"2012","unstructured":"Antal, B., Hajdu, A.: An ensemble-based system for microaneurysm detection and diabetic retinopathy grading. IEEE Trans. Biomed. Eng. 59(6), 1720\u20131726 (2012)","journal-title":"IEEE Trans. Biomed. Eng."},{"issue":"5","key":"2_CR7","doi-asserted-by":"publisher","first-page":"394","DOI":"10.1016\/j.compmedimag.2013.05.005","volume":"37","author":"A Sopharak","year":"2013","unstructured":"Sopharak, A., Uyyanonvara, B., Barman, S.: Simple hybrid method for fine microaneurysm detection from non-dilated diabetic retinopathy retinal images. Comput. Med. Imag. Graph. 37(5), 394\u2013402 (2013)","journal-title":"Comput. Med. Imag. Graph."},{"key":"2_CR8","unstructured":"Sopharak, A., Uyyanonvara, B., Barman, S.: Automatic microaneurysm quantification for diabetic retinopathy screening. In: Proceedings of World Academy of Science, Engineering and Technology, p. 1722 (2013)"},{"issue":"3","key":"2_CR9","doi-asserted-by":"publisher","first-page":"664","DOI":"10.1109\/TBME.2010.2096223","volume":"58","author":"K Ram","year":"2011","unstructured":"Ram, K., Joshi, G.D., Sivaswamy, J.: A successive clutter-rejection-based approach for early detection of diabetic retinopathy. IEEE Trans. Biomed. Eng. 58(3), 664\u2013673 (2011)","journal-title":"IEEE Trans. Biomed. Eng."},{"key":"2_CR10","unstructured":"Haloi, M.: Improved microaneurysm detection using deep neural networks (2015). arXiv preprint \n                    arXiv:1505.04424"},{"issue":"2","key":"2_CR11","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1046\/j.1464-5491.2002.00613.x","volume":"19","author":"C Sinthanayothin","year":"2002","unstructured":"Sinthanayothin, C., et al.: Automated detection of diabetic retinopathy on digital fundus images. Diabet. Med. 19(2), 105\u2013112 (2002)","journal-title":"Diabet. Med."},{"issue":"2","key":"2_CR12","doi-asserted-by":"publisher","first-page":"400","DOI":"10.1109\/TMI.2012.2228665","volume":"32","author":"I Lazar","year":"2013","unstructured":"Lazar, I., Hajdu, A.: Retinal microaneurysm detection through local rotating cross-section profile analysis. IEEE Trans. Med. Imag. 32(2), 400\u2013407 (2013)","journal-title":"IEEE Trans. Med. Imag."},{"key":"2_CR13","doi-asserted-by":"crossref","unstructured":"Lazar, I., Hajdu, A.: Microaneurysm detection in retinal images using a rotating cross-section based model. In: 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, pp. 1405\u20131409 (2011)","DOI":"10.1109\/ISBI.2011.5872663"},{"issue":"1","key":"2_CR14","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1016\/j.patcog.2012.07.002","volume":"46","author":"MU Akram","year":"2013","unstructured":"Akram, M.U., Khalid, S., Khan, S.A.: Identification and classification of microaneurysms for early detection of diabetic retinopathy. Pattern Recog. 46(1), 107\u2013116 (2013)","journal-title":"Pattern Recog."},{"key":"2_CR15","doi-asserted-by":"crossref","unstructured":"Kamarainen, J.K.: Gabor features in image analysis. In: 2012 3rd International Conference on Image Processing Theory, Tools and Applications (IPTA), pp. 13\u201314 (2012)","DOI":"10.1109\/IPTA.2012.6469502"},{"key":"2_CR16","doi-asserted-by":"crossref","unstructured":"Kauppi, T., Kalesnykiene, V., Kamarainen, J., Lensu, L., Sorri, I., Raninen, A., Voutilainen, R., Uusitalo, H., Kalviainen, H., Pietila, J.: The DIARETDB1 diabetic retinopathy database and evaluation protocol. In: BMVC, pp. 1\u201310 (2007)","DOI":"10.5244\/C.21.15"}],"container-title":["Advances in Intelligent Systems and Computing","Advances in Signal Processing and Intelligent Recognition Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-67934-1_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,18]],"date-time":"2019-05-18T01:23:24Z","timestamp":1558142604000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-67934-1_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,9,27]]},"ISBN":["9783319679334","9783319679341"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-67934-1_2","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2017,9,27]]},"assertion":[{"value":"27 September 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"SIRS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Symposium on Signal Processing and Intelligent Recognition Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Manipal","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"India","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 September 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 September 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"sirs2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.acn-conference.org\/sirs2017\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}