{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,21]],"date-time":"2026-03-21T20:19:39Z","timestamp":1774124379720,"version":"3.50.1"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319401256","type":"print"},{"value":"9783319401263","type":"electronic"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"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":[[2016]]},"DOI":"10.1007\/978-3-319-40126-3_3","type":"book-chapter","created":{"date-parts":[[2016,5,31]],"date-time":"2016-05-31T07:50:23Z","timestamp":1464681023000},"page":"23-30","source":"Crossref","is-referenced-by-count":6,"title":["A Primary Study on Application of Artificial Neural Network in Classification of Pediatric Fracture Healing Time of the Lower Limb"],"prefix":"10.1007","author":[{"given":"Sorayya","family":"Malek","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"R.","family":"Gunalan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S. Y.","family":"Kedija","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"C. F.","family":"Lau","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mogeeb A. A.","family":"Mosleh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pozi","family":"Milow","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"H.","family":"Amber","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"A.","family":"Saw","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,6,1]]},"reference":[{"key":"3_CR1","volume-title":"Fundamentals of Pediatric Orthopedics","author":"L Staheli","year":"2003","unstructured":"Staheli, L.: Fundamentals of Pediatric Orthopedics, 3rd edn. Lippincott Williams and Wilkins, Pennsylvania (2003)","edition":"3"},{"key":"3_CR2","unstructured":"University of Rochester Medical Center, May 27, 2015. http:\/\/www.urmc.rochester.edu\/encyclopedia\/content.aspx?ContentTypeID=90&ContentID=P02760"},{"key":"3_CR3","volume-title":"Fractures and orthopaedics","author":"DF Patton","year":"1992","unstructured":"Patton, D.F.: Fractures and orthopaedics. Churchill Livingstone, Edinburgh (1992)"},{"key":"3_CR4","doi-asserted-by":"crossref","first-page":"1015","DOI":"10.1136\/bmj.298.6679.1015","volume":"298","author":"CJ Hobbs","year":"1989","unstructured":"Hobbs, C.J.: Fractures. Br. Med. J. 298, 1015\u20131018 (1989)","journal-title":"Br. Med. J."},{"issue":"1","key":"3_CR5","first-page":"17","volume":"181","author":"RS Kempe","year":"1962","unstructured":"Kempe, R.S., Silverman, F.N., Steele, B.F., Droegemueller, W., Silver, H.K.: The battered child syndrome. Am. J. Med. Sci. 181(1), 17\u201324 (1962)","journal-title":"Am. J. Med. Sci."},{"key":"3_CR6","doi-asserted-by":"crossref","first-page":"993","DOI":"10.1590\/1414-431X20132948","volume":"46","author":"L Shi","year":"2013","unstructured":"Shi, L., Wang, X.C., Wang, Y.S.: Artificial neural network models for predicting 1-year mortality in elderly patients with intertrochanteric fractures in China. Brazilian Journal of Medical and Biological Research 46, 993\u2013999 (2013). doi: 10.1590\/1414-431X20132948","journal-title":"Brazilian Journal of Medical and Biological Research"},{"issue":"5","key":"3_CR7","doi-asserted-by":"crossref","first-page":"431","DOI":"10.1016\/S0933-3657(96)00351-X","volume":"8","author":"M Kukar","year":"1996","unstructured":"Kukar, M., Kononenko, I., Silvester, T.: Machine learning in prognosis of the femoral neck fracture recovery. Artif. Intell. Med. 8(5), 431\u2013451 (1996)","journal-title":"Artif. Intell. Med."},{"issue":"3","key":"3_CR8","doi-asserted-by":"crossref","first-page":"101","DOI":"10.12968\/jowc.2002.11.3.26381","volume":"11","author":"RJ Taylor","year":"2002","unstructured":"Taylor, R.J., Taylor, A.D., Smyth, J.V.: Using an artificial neural network to predict healing times and risk factors for venous leg ulcers. J. Wound Care 11(3), 101\u2013105 (2002)","journal-title":"J. Wound Care"},{"issue":"1","key":"3_CR9","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1007\/BF01413710","volume":"7","author":"PK Sharpe","year":"1998","unstructured":"Sharpe, P.K., Caleb-Solly, P.: Self organising maps for the investigation of clinical data: A case study. Neural Computing and Applications 7(1), 65\u201370 (1998). ISSN 0941-0643, http:\/\/eprints.uwe.ac.uk\/19201","journal-title":"Neural Computing and Applications"},{"key":"3_CR10","volume-title":"Pediatric Trauma","author":"JA Ogden","year":"1990","unstructured":"Ogden, J.A.: Injury to the immature skeleton. In: Touloukian, R. (ed.) Pediatric Trauma, 2nd edn. John Wiley & Sons, New York (1990)","edition":"2"},{"key":"3_CR11","volume-title":"Skeletal Injury in the Child","author":"JA Ogden","year":"1990","unstructured":"Ogden, J.A.: Skeletal Injury in the Child, 2nd edn. WB Saunders, Philadelphia (1990)","edition":"2"},{"key":"3_CR12","volume-title":"Practice of Pediatric Orthopedics","author":"L Staheli","year":"2006","unstructured":"Staheli, L.: Practice of Pediatric Orthopedics, 2nd edn. Lippincott Williams & Wilkins, Philadelphia (2006)","edition":"2"},{"key":"3_CR13","unstructured":"Natick, MA, R20013, MathWorks"},{"key":"3_CR14","doi-asserted-by":"crossref","first-page":"525","DOI":"10.1016\/S0893-6080(05)80056-5","volume":"6","author":"MF Meiller","year":"1993","unstructured":"Meiller, M.F.: A scaled conjugate gradient algorithm for fast supervised learning. Neural Netw. 6, 525\u2013533 (1993)","journal-title":"Neural Netw."},{"issue":"2","key":"3_CR15","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1080\/00137919708903174","volume":"42","author":"AE Smith","year":"1997","unstructured":"Smith, A.E., Mason, A.K.: Cost estimation predictive modeling: Regression versus neural network. The Engineering Economist 42(2), 137\u2013161 (1997)","journal-title":"The Engineering Economist"},{"key":"3_CR16","doi-asserted-by":"crossref","unstructured":"Kohonen, T.: Self- Organization and Associative Memory, 3rd edn. Springer-Verlag (1989)","DOI":"10.1007\/978-3-642-88163-3"},{"key":"3_CR17","unstructured":"Hollm\u00e9n, J.: Process modeling using the selforganizing map, Master\u2019s thesis, Department of Computer Science, Helsinki University of Technology (1996)"},{"key":"3_CR18","doi-asserted-by":"crossref","first-page":"150","DOI":"10.1302\/0301-620X.60B2.350882","volume":"60B","author":"B McKibbin","year":"1978","unstructured":"McKibbin, B.: The biology of fracture healing in long bone. J. Bone Joint Surg. 60B, 150\u2013162 (1978)","journal-title":"J. Bone Joint Surg."},{"key":"3_CR19","first-page":"3","volume":"61","author":"S Ry\u00f6ppy","year":"1972","unstructured":"Ry\u00f6ppy, S.: Injuries of the growing skeleton. Ann. Chir. Gynaecol. Fenn. 61, 3\u201310 (1972)","journal-title":"Ann. Chir. Gynaecol. Fenn."},{"key":"3_CR20","doi-asserted-by":"crossref","unstructured":"Tseng, W.-J., Hung, L.-W., Shieh, J.-S., Abbod, M.F., Lin, J.: Hip fracture risk assessment: artificial neural network outperforms conditional logistic regression in an age- and sex-matched case control study. BMC Musculoskeletal Disorders 14, 207 (2013)","DOI":"10.1186\/1471-2474-14-207"},{"key":"3_CR21","unstructured":"Milan, Z.M., Markovic, M.M., Adreja, B.S.: A performance analysis of the multilayer perceptron in limited training data set conditions. IEEE (1997)"}],"container-title":["Advances in Intelligent Systems and Computing","10th International Conference on Practical Applications of Computational Biology & Bioinformatics"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-40126-3_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,9]],"date-time":"2019-09-09T02:03:46Z","timestamp":1567994626000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-40126-3_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319401256","9783319401263"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-40126-3_3","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"value":"2194-5357","type":"print"},{"value":"2194-5365","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016]]}}}