Functional Outcome Prediction of Operated Proximal Humerus Fractures by Means of Artificial Neural Networks

被引:1
作者
Hristov, Stoyan [1 ]
Baltov, Asen [2 ]
Sotirov, Sotir [3 ]
机构
[1] Univ Hosp Act Treatment, Dept Orthoped & Traumatol, 73 Stefan Stambolov, Burgas 8000, Bulgaria
[2] Univ Multiprofile Hosp Act Treatment & Emergency, 21 Totleben Str, Sofia 1606, Bulgaria
[3] Burgas Asen Zlatarov Univ, 1 Y Yakimov Str, Burgas 8010, Bulgaria
来源
CONTEMPORARY METHODS IN BIOINFORMATICS AND BIOMEDICINE AND THEIR APPLICATIONS | 2022年 / 374卷
关键词
Neural network; Proximal humerus fractures; IMPLEMENTATION;
D O I
10.1007/978-3-030-96638-6_23
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The goal of our presentation is to predict functional outcome of operated Proximal Humeral Fractures by means of Artificial Neural Networks, so that we can compare anticipated results to real results recorded during scheduled follow-ups. We get the chance to assess above-mentioned method's reliability as a proper tool in our daily practice and to analyze it in details in order to improve it.
引用
收藏
页码:210 / 215
页数:6
相关论文
共 11 条
  • [1] Bishop C.M., 1995, NEURAL NETWORKS PATT, P482, DOI [10.2307/2965437, DOI 10.2307/2965437]
  • [2] Wavelet-based neural network for power disturbance recognition and classification
    Gaing, ZL
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2004, 19 (04) : 1560 - 1568
  • [3] The importance of medial support in locked plating of proximal humerus fractures
    Gardner, Michael J.
    Weil, Yoram
    Barker, Joseph U.
    Kelly, Bryan T.
    Helfet, David L.
    Lorich, Dean G.
    [J]. JOURNAL OF ORTHOPAEDIC TRAUMA, 2007, 21 (03) : 185 - 191
  • [4] Haykin S., 1994, Neural networks: a comprehensive foundation
  • [5] Feedforward neural network implementation in FPGA using layer multiplexing for effective resource utilization
    Himavathi, S.
    Anitha, D.
    Muthuramalingam, A.
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 2007, 18 (03): : 880 - 888
  • [6] Implementation of a real-time human movement classifier using a triaxial accelerometer for ambulatory monitoring
    Karantonis, DM
    Narayanan, MR
    Mathie, M
    Lovell, NH
    Celler, BG
    [J]. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 2006, 10 (01): : 156 - 167
  • [7] Optimized Particle Swarm Optimization (OPSO) and its application to artificial neural network training
    Meissner, Michael
    Schmuker, Michael
    Schneider, Gisbert
    [J]. BMC BIOINFORMATICS, 2006, 7 (1)
  • [8] Plecko Michael, 2005, Oper Orthop Traumatol, V17, P25
  • [9] LEARNING REPRESENTATIONS BY BACK-PROPAGATING ERRORS
    RUMELHART, DE
    HINTON, GE
    WILLIAMS, RJ
    [J]. NATURE, 1986, 323 (6088) : 533 - 536
  • [10] Does Supplemental Intramedullary Grafting Increase Stability of Plated Proximal Humerus Fractures?
    Rusimov, Lyubomir
    Zderic, Ivan
    Ciric, Daniel
    Barcik, Jan P.
    Enchev, Dian
    Rashkov, Mihail
    Hadzhinikolova, Mariya
    Richards, Geoff
    Gueorguiev, Boyko
    Baltov, Asen
    [J]. JOURNAL OF ORTHOPAEDIC TRAUMA, 2019, 33 (04) : 196 - 202