{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T06:26:51Z","timestamp":1771914411231,"version":"3.50.1"},"publisher-location":"London","reference-count":13,"publisher":"Springer London","isbn-type":[{"value":"9781852332891","type":"print"},{"value":"9781447105138","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2000]]},"DOI":"10.1007\/978-1-4471-0513-8_10","type":"book-chapter","created":{"date-parts":[[2011,9,12]],"date-time":"2011-09-12T16:24:25Z","timestamp":1315844665000},"page":"81-86","source":"Crossref","is-referenced-by-count":19,"title":["Quantification of Diabetic Retinopathy using Neural Networks and Sensitivity Analysis"],"prefix":"10.1007","author":[{"given":"Andrew","family":"Hunter","sequence":"first","affiliation":[]},{"given":"James","family":"Lowell","sequence":"additional","affiliation":[]},{"given":"Jonathan","family":"Owens","sequence":"additional","affiliation":[]},{"given":"Lee","family":"Kennedy","sequence":"additional","affiliation":[]},{"given":"David","family":"Steele","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"10_CR1","first-page":"31","volume-title":"Health Care Needs Assessment","author":"R Williams","year":"1994","unstructured":"Williams, R. Diabetes mellitus. In: Stevens. A., Raftery, J. (eds). Health Care Needs Assessment. Oxford University Press, Oxford, 1994, pp. 31\u201357."},{"key":"10_CR2","doi-asserted-by":"crossref","first-page":"660","DOI":"10.7326\/0003-4819-116-8-660","volume":"116","author":"DE Singer","year":"1992","unstructured":"Singer, D.E., Nathan, D.M., Fogel, H.A. Schachat, A.P. Screening for diabetic retinopathy. Ann. Intern. Med. 1992; 116: 660\u2013671.","journal-title":"Ann. Intern. Med."},{"key":"10_CR3","doi-asserted-by":"publisher","first-page":"329","DOI":"10.1007\/BF00170690","volume":"229","author":"RP Phillips","year":"1991","unstructured":"R.P. Phillips, P.G. Ross, M. Tyska, P.F. Sharp and J.V. Forrester. Detection and quantification of hyperfluourescent leakage by computer analysis of fundus fluorescein angiograms. Graefe\u2019s Arch Clin Exp Ophthalmol 1991; 229: 329\u2013335.","journal-title":"Graefe\u2019s Arch Clin Exp Ophthalmol"},{"key":"10_CR4","doi-asserted-by":"publisher","first-page":"284","DOI":"10.1006\/cbmr.1996.0021","volume":"29","author":"T Spencer","year":"1996","unstructured":"T. Spencer, J.A. Olson, K.C. McHardy, P.F. Sharp and J.V. Forrester. An Image-Processing Strategy for the Segmentation and Quantification of Microaneurysms in Fluorescein Angiograms of the Ocular Fundus. Computers and Biomedical Research 1996; 29:284\u2013302.","journal-title":"Computers and Biomedical Research"},{"key":"10_CR5","doi-asserted-by":"publisher","first-page":"90","DOI":"10.1007\/BF00920219","volume":"231","author":"RP Phillips","year":"1993","unstructured":"R.P. Phillips, J. Forester and P. Sharp. Automated detection and quantification of retinal exudates. Graefe\u2019s Arch Ophthalmol 1993; 231: 90\u201394.","journal-title":"Graefe\u2019s Arch Ophthalmol"},{"issue":"4","key":"10_CR6","first-page":"617","volume":"31","author":"MH Goldbaum","year":"1990","unstructured":"M.H. Goldbaum, N.P. Katz, M.R. Nelson, L.R. Haff. The discrimination of Similarly Colored Objects in Computer Images of the Ocular Fundus. Investigative Ophthalmology and Visual Science 1990; 31(4): 617\u2013623.","journal-title":"Investigative Ophthalmology and Visual Science"},{"key":"10_CR7","doi-asserted-by":"publisher","first-page":"940","DOI":"10.1136\/bjo.80.11.940","volume":"80","author":"GG Gardner","year":"1996","unstructured":"Gardner, G.G., Keating, D. Williamson, T.H. and Elliot, A.T. Automatic detection of diabetic retinopathy using an artificial neural network: a screening tool. Br J. Ophthalmol. 1996; 80: 940\u2013944.","journal-title":"Br J. Ophthalmol."},{"key":"10_CR8","doi-asserted-by":"crossref","unstructured":"Hunter, A. Application of Neural Networks and Sensitivity Analysis to improved prediction of Trauma Survival. Computer Methods and Algorithms in Biomedicine (in press).","DOI":"10.1016\/S0169-2607(99)00046-2"},{"issue":"2","key":"10_CR9","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1142\/S0129065797000227","volume":"8","author":"TD Gedeon","year":"1997","unstructured":"T.D. Gedeon. Data Mining of Inputs: Analysing Magnitude and Functional Measures. Int. Journal of Neural Systems 1997; 8(2): 209\u2013218.","journal-title":"Int. Journal of Neural Systems"},{"key":"10_CR10","unstructured":"J.M. Zurada, A. Malinowski and I. Cloete, Sensitivity Analysis for Minimization of Input Data Dimension for Feedforward Neural Network, IEEE International Symposium on Circuits and Systems, London, May 30-June 3, 1994."},{"key":"10_CR11","doi-asserted-by":"crossref","unstructured":"A. Jain and D. Zongker Feature Selection: Evaluation, Application and Small Sample Performance. IEEE Trans. Pattern Analysis and Machine Intelligence 1997; 19(2).","DOI":"10.1109\/34.574797"},{"key":"10_CR12","first-page":"875","volume-title":"Advances in Neural Information Processing Systems","author":"AS Weigend","year":"1991","unstructured":"Weigend, A.S., Rumelhart, D.E. and Huberman, B.A. Generalization by weight-elimination with application to forecasting. In: Lippmann, R.P., Moody, J.E. and Touretsky, D.S. (eds). Advances in Neural Information Processing Systems 1991; 3: 875\u2013882. San Mateo, CA: Morgan Kaufmann."},{"issue":"4","key":"10_CR13","doi-asserted-by":"crossref","first-page":"561","DOI":"10.1093\/clinchem\/39.4.561","volume":"39","author":"MH Zweig","year":"1993","unstructured":"M.H. Zweig and G. Campbell. Receiver-Operating Characteristic (ROC) Plots: A Fundamental Evaluation Tool in Clinical Medicine. Clin. Chem 1993; 39(4): 561\u2013577.","journal-title":"Clin. Chem"}],"container-title":["Perspectives in Neural Computing","Artificial Neural Networks in Medicine and Biology"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-1-4471-0513-8_10.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,18]],"date-time":"2020-11-18T05:39:35Z","timestamp":1605677975000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-1-4471-0513-8_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2000]]},"ISBN":["9781852332891","9781447105138"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-1-4471-0513-8_10","relation":{},"ISSN":["1431-6854"],"issn-type":[{"value":"1431-6854","type":"print"}],"subject":[],"published":{"date-parts":[[2000]]}}}