{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,7]],"date-time":"2025-11-07T09:16:07Z","timestamp":1762506967036},"publisher-location":"Cham","reference-count":32,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319483078"},{"type":"electronic","value":"9783319483085"}],"license":[{"start":{"date-parts":[[2016,10,18]],"date-time":"2016-10-18T00:00:00Z","timestamp":1476748800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-48308-5_34","type":"book-chapter","created":{"date-parts":[[2016,11,29]],"date-time":"2016-11-29T16:54:37Z","timestamp":1480438477000},"page":"353-364","source":"Crossref","is-referenced-by-count":4,"title":["Prediction of Antioxidant Status in Fish Farmed on Selenium Nanoparticles using Neural Network Regression Algorithm"],"prefix":"10.1007","author":[{"given":"Ahmed","family":"Sahlol","sequence":"first","affiliation":[]},{"given":"Ahmed Monem","family":"Hemdan","sequence":"additional","affiliation":[]},{"given":"Aboul Ella","family":"Hassanien","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,10,18]]},"reference":[{"key":"34_CR1","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1016\/S0140-6736(00)02490-9","volume":"356","author":"MP Rayman","year":"2000","unstructured":"Rayman, M.P.: The importance of selenium to human health. Lancet 356, 233\u2013241 (2000)","journal-title":"Lancet"},{"key":"34_CR2","doi-asserted-by":"crossref","first-page":"719","DOI":"10.1590\/S0100-879X2001000600004","volume":"34","author":"D Wilhelm-Filho","year":"2001","unstructured":"Wilhelm-Filho, D., Torres, M.A., Tribbes, T.B., Pedrosa, R.C., Soares, C.H.L.: nfluence of season and pollution on the antioxidant defenses of the cichlid fish acara (Geophagus brasiliensis). Braz. J. Med. Biol. Res. 34, 719\u2013726 (2001)","journal-title":"Braz. J. Med. Biol. Res."},{"key":"34_CR3","doi-asserted-by":"crossref","first-page":"1457","DOI":"10.1016\/j.jinorgbio.2007.06.021","volume":"101","author":"D Peng","year":"2007","unstructured":"Peng, D., Zhang, J., Liu, Q., Taylor, E.W.: Size effect of elemental selenium nanoparticles (Nano-Se) at supra nutritional levels on selenium accumulation and glutathione S-transferase activity. J. Inorg. Biochem. 101, 1457\u20131463 (2007)","journal-title":"J. Inorg. Biochem."},{"key":"34_CR4","doi-asserted-by":"crossref","first-page":"609","DOI":"10.1111\/jfd.12030","volume":"36","author":"KY Wang","year":"2013","unstructured":"Wang, K.Y., Peng, C.Z., Huang, J.L.: The pathology of selenium deciency in Cyprinus carpio. J. Fish Dis. 36, 609\u2013615 (2013)","journal-title":"J. Fish Dis."},{"volume-title":"Parallel Distributed Processing","year":"1986","key":"34_CR5","unstructured":"Rumelhart, D.E., McClelland, J. (eds.): Parallel Distributed Processing, vol. 1. Massachusetts Institute of Technology Press, Cambridge (1986). Explorations in the Microstruciure of Cognition, vol. I and II. M.I.T. Press"},{"key":"34_CR6","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1016\/S0044-8486(96)01503-7","volume":"151","author":"T Watanabe","year":"1997","unstructured":"Watanabe, T., Kiron, V., Datoh, S.: Trace minerals in fish nutrition. Aquaculture 151, 185\u2013207 (1997)","journal-title":"Aquaculture"},{"key":"34_CR7","doi-asserted-by":"crossref","first-page":"1194","DOI":"10.1126\/science.1100709","volume":"306","author":"ZE Perlman","year":"2004","unstructured":"Perlman, Z.E., Slack, M.D., Feng, Y., Mitchison, T.J., Wu, L.F., Altschuler, S.J.: Multidimensional drug profiling by automated microscopy. Science 306, 1194\u20131198 (2004)","journal-title":"Science"},{"key":"34_CR8","doi-asserted-by":"crossref","first-page":"19306","DOI":"10.1073\/pnas.0807038105","volume":"105","author":"MD Slack","year":"2008","unstructured":"Slack, M.D., Martinez, E.D., Wu, L.F., Altschuler, S.J.: Characterizing heterogeneous cellular responses to perturbations. Proc. Natl. Acad. Sci. USA 105, 19306\u201319311 (2008)","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"34_CR9","doi-asserted-by":"crossref","first-page":"375","DOI":"10.1083\/jcb.200904140","volume":"187","author":"LH Loo","year":"2009","unstructured":"Loo, L.H., Lin, H.J., Singh, D.K., Lyons, K.M., Altschuler, S.J., Wu, L.F.: Heterogeneity in the physiological states and pharmacological responses of differentiating 3T3-L1 preadipocytes. J. Cell Biol. 187, 375\u2013384 (2009)","journal-title":"J. Cell Biol."},{"key":"34_CR10","doi-asserted-by":"crossref","first-page":"457","DOI":"10.1038\/nchembio.363","volume":"6","author":"AB Castoreno","year":"2010","unstructured":"Castoreno, A.B., Smurnyy, Y., Torres, A.D., Vokes, M.S., Jones, T.R., Carpenter, A.E., Eggert, U.S.: Small molecules discovered in a pathway screen target the Rho pathway in cytokinesis. Nat. Chem. Biol. 6, 457\u2013463 (2010)","journal-title":"Nat. Chem. Biol."},{"key":"34_CR11","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1038\/nchembio.576","volume":"7","author":"RF Murphy","year":"2011","unstructured":"Murphy, R.F.: An active role for machine learning in drug development. Nat. Chem. Biol. 7, 327\u2013330 (2011)","journal-title":"Nat. Chem. Biol."},{"key":"34_CR12","doi-asserted-by":"crossref","first-page":"1036","DOI":"10.1038\/nature03159","volume":"432","author":"R Kittler","year":"2004","unstructured":"Kittler, R., Putz, G., Pelletier, L., Poser, I., Heninger, A.K., Drechsel, D., Fischer, S., Konstantinova, I., Habermann, B., Grabner, H., et al.: An endoribonuclease-prepared siRNA screen in human cells identifies genes essential for cell division. Nature 432, 1036\u20131040 (2004)","journal-title":"Nature"},{"key":"34_CR13","volume-title":"High Content Screening","author":"D Lansing Taylor","year":"2007","unstructured":"Lansing Taylor, D., Haskins, J.R., Giuliano, K.A.: High Content Screening. Humana Press, Totowa (2007)"},{"key":"34_CR14","doi-asserted-by":"crossref","first-page":"435","DOI":"10.1016\/j.cell.2008.12.041","volume":"136","author":"C Doil","year":"2009","unstructured":"Doil, C., Mailand, N., Bekker-Jensen, S., Menard, P., Larsen, D.H., Pepperkok, R., Ellenberg, J., Panier, S., Durocher, D., Bartek, J., et al.: RNF168 binds and amplifies ubiquitin conjugates on damaged chromosomes to allow accumulation of repair proteins. Cell 136, 435\u2013446 (2009)","journal-title":"Cell"},{"key":"34_CR15","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1038\/nature08779","volume":"464","author":"C Collinet","year":"2010","unstructured":"Collinet, C., Stter, M., Bradshaw, C.R., Samusik, N., Rink, J.C., Kenski, D., Habermann, B., Buchholz, F., Henschel, R., Mueller, M.S., et al.: Systems survey of endocytosis by multiparametric image analysis. Nature 464, 243\u2013249 (2010)","journal-title":"Nature"},{"key":"34_CR16","doi-asserted-by":"crossref","first-page":"370","DOI":"10.1038\/msb.2010.25","volume":"6","author":"F Fuchs","year":"2010","unstructured":"Fuchs, F., Pau, G., Kranz, D., Sklyar, O., Budjan, C., Steinbrink, S., Horn, T., Pedal, A., Huber, W., Boutros, M.: Clustering phenotype populations by genome-wide RNAi and multiparametric imaging. Mol. Syst. Biol. 6, 370 (2010)","journal-title":"Mol. Syst. Biol."},{"key":"34_CR17","doi-asserted-by":"crossref","first-page":"721","DOI":"10.1038\/nature08869","volume":"464","author":"B Neumann","year":"2010","unstructured":"Neumann, B., Walter, T., Hrich, J.K., Bulkescher, J., Erfle, H., Conrad, C., Rogers, P., Poser, I., Held, M., Liebel, U., et al.: Phenotypic profiling of the human genome by time-lapse microscopy reveals cell division genes. Nature 464, 721\u2013727 (2010)","journal-title":"Nature"},{"key":"34_CR18","doi-asserted-by":"crossref","first-page":"886","DOI":"10.1038\/ncb2092","volume":"12","author":"MHA Schmitz","year":"2010","unstructured":"Schmitz, M.H.A., Held, M., Janssens, V., Hutchins, J.R.A., Hudecz, O., Ivanova, E., Goris, J., Trinkle-Mulcahy, L., Lamond, A.I., Poser, I., et al.: Live-cell imaging RNAi screen identifies PP2A-B55alpha and importin-beta1 as key mitotic exit regulators in human cells. Nat. Cell Biol. 12, 886\u2013893 (2010)","journal-title":"Nat. Cell Biol."},{"key":"34_CR19","doi-asserted-by":"crossref","first-page":"1036","DOI":"10.1016\/j.celrep.2012.09.003","volume":"2","author":"J Mercer","year":"2012","unstructured":"Mercer, J., Snijder, B., Sacher, R., Burkard, C., Bleck, C.K., Stahlberg, H., Pelkmans, L., Helenius, A.: RNAi screening reveals proteasome- and Cullin3-dependent stages in vaccinia virus infection. Cell Reports 2, 1036\u20131047 (2012)","journal-title":"Cell Reports"},{"key":"34_CR20","doi-asserted-by":"crossref","first-page":"735","DOI":"10.1093\/bioinformatics\/btg477","volume":"20","author":"ZR Yang","year":"2004","unstructured":"Yang, Z.R., Chou, K.C.: Bio-support vector machines for computational proteomics. Bioinformatics 20, 735\u2013741 (2004)","journal-title":"Bioinformatics"},{"key":"34_CR21","doi-asserted-by":"crossref","first-page":"205","DOI":"10.1007\/978-1-60327-194-3_11","volume":"593","author":"S Datta","year":"2010","unstructured":"Datta, S., Pihur, V.: Feature selection and machine learning with mass spectrometry data. Methods Mol. Biol. 593, 205\u2013229 (2010)","journal-title":"Methods Mol. Biol."},{"key":"34_CR22","doi-asserted-by":"crossref","first-page":"430","DOI":"10.1038\/nmeth.1584","volume":"8","author":"L Reiter","year":"2011","unstructured":"Reiter, L., Rinner, O., Picotti, P., Httenhain, R., Beck, M., Brusniak, M.Y., Hengartner, M.O., Aebersold, R.: mProphet: automated data processing and statistical validation for large-scale SRM experiments. Nat. Methods 8, 430\u2013435 (2011)","journal-title":"Nat. Methods"},{"issue":"Suppl","key":"34_CR23","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1093\/bioinformatics\/bth932","volume":"20","author":"R Castelo","year":"2004","unstructured":"Castelo, R., Guig, R.: Splice site identification by idlBNs. Bioinformatics 20(Suppl), 69\u201376 (2004)","journal-title":"Bioinformatics"},{"key":"34_CR24","doi-asserted-by":"crossref","first-page":"e1000173","DOI":"10.1371\/journal.pcbi.1000173","volume":"4","author":"A Ben-Hur","year":"2008","unstructured":"Ben-Hur, A., Ong, C.S., Sonnenburg, S., Schlkopf, B., Rtsch, G.: Support vector machines and kernels for computational biology. PLOS Comput. Biol. 4, e1000173 (2008)","journal-title":"PLOS Comput. Biol."},{"issue":"22","key":"34_CR25","doi-asserted-by":"crossref","first-page":"6049","DOI":"10.1016\/S0021-9258(18)63504-5","volume":"244","author":"JM McCord","year":"1969","unstructured":"McCord, J.M., Fridovich, I.: Superoxide dismutase an enzymatic function for erythrocuprein (hemocuprein). J. Biol. Chem. 244(22), 6049\u20136055 (1969)","journal-title":"J. Biol. Chem."},{"key":"34_CR26","doi-asserted-by":"crossref","first-page":"1502","DOI":"10.1093\/jn\/103.10.1502","volume":"103","author":"T Noguchi","year":"1973","unstructured":"Noguchi, T., Cantor, A.H., Scott, M.L.: Mode of action of selenium and vitamin E in prevention of exudative diathesis in chicks. J. Nutr. 103, 1502\u20131511 (1973)","journal-title":"J. Nutr."},{"key":"34_CR27","first-page":"121","volume":"272","author":"H Abei","year":"1984","unstructured":"Abei, H.: Catalase in vitro. Methods Enzymol. 272, 121\u2013126 (1984)","journal-title":"Methods Enzymol."},{"key":"34_CR28","volume-title":"Neural Network Toolbox 7, Users Guide","author":"MH Beale","year":"2010","unstructured":"Beale, M.H., Hagan, T., Demuth, B.: Neural Network Toolbox 7, Users Guide. The MathWorks Inc., Natick (2010)"},{"key":"34_CR29","first-page":"849","volume":"381","author":"J Kohrle","year":"2000","unstructured":"Kohrle, J., Brigelius-Floh, R., Bick, A., Grtner, R., Meyer, O., Floh, L.: Selenium in biology: facts and medical perspectives. J. Biol. Chem. 381, 849\u2013864 (2000)","journal-title":"J. Biol. Chem."},{"key":"34_CR30","doi-asserted-by":"crossref","first-page":"1313","DOI":"10.1007\/s10695-014-9926-7","volume":"40","author":"X Hao","year":"2014","unstructured":"Hao, X., Ling, Q., Hong, F.: Effects of dietary selenium on the pathological changes and oxidative stress in loach (Paramisgurnus dabryanus). Fish Physiol. Biochem. 40, 1313\u20131323 (2014)","journal-title":"Fish Physiol. Biochem."},{"key":"34_CR31","doi-asserted-by":"crossref","first-page":"269","DOI":"10.1016\/j.toxicon.2008.11.011","volume":"53","author":"L Atencio","year":"2009","unstructured":"Atencio, L., Moreno, I., Prieto, A.I., Moyano, R., Blanco, A., Camen, A.M.: Effects of dietary selenium on the oxidative stress and pathological changes in tilapia (Oreochromis niloticus) exposed to a microcystin-producing cyanobacterial water bloom. Toxicon 53, 269\u2013282 (2009)","journal-title":"Toxicon"},{"key":"34_CR32","doi-asserted-by":"crossref","first-page":"719","DOI":"10.1111\/j.1440-1681.2010.05380.x","volume":"37","author":"EA Podrez","year":"2010","unstructured":"Podrez, E.A.: Antioxidant properties of highdensity lipoproetein and atherosclerosis. Clin. Exp. Pharmacol. Physiol 37, 719\u2013725 (2010)","journal-title":"Clin. Exp. Pharmacol. Physiol"}],"container-title":["Advances in Intelligent Systems and Computing","Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2016"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-48308-5_34","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,15]],"date-time":"2022-07-15T10:16:59Z","timestamp":1657880219000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-48308-5_34"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,10,18]]},"ISBN":["9783319483078","9783319483085"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-48308-5_34","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2016,10,18]]}}}