메뉴 건너뛰기




Volumn 12, Issue 4, 2012, Pages

Artificial neural networks in the identification of peripheral nerve disorders

Author keywords

Artificial neural networks; carpal tunnel syndrome; nerve conduction study; peripheral neuropathy

Indexed keywords

ANALYTICAL TOOL; CARPAL TUNNEL SYNDROME; CONFUSION MATRICES; CONJUGATE GRADIENT; DIAGNOSTIC PROCEDURE; FASTER CONVERGENCE; KERALA , INDIA; LEVENBERG-MARQUARDT; LM ALGORITHM; MISCLASSIFICATIONS; NERVE CONDUCTION STUDY; NONLINEAR DATA SET; NORMAL CONTROLS; ONE-FORM; PATIENT CARE; PATTERN RECOGNITION PROBLEMS; PERIPHERAL NERVES; PERIPHERAL NEUROPATHY; RESILIENT BACKPROPAGATION; TRAINING ALGORITHMS;

EID: 84867951533     PISSN: 02195194     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0219519412400180     Document Type: Article
Times cited : (4)

References (32)
  • 1
    • 73249135199 scopus 로고    scopus 로고
    • Peripheral nerve disorders
    • Goonetilleke A, Peripheral nerve disorders, Surgery 21:259-261, 2003.
    • (2003) Surgery , vol.21 , pp. 259-261
    • Goonetilleke, A.1
  • 2
    • 74549136697 scopus 로고    scopus 로고
    • Neurophysiological methodologies: Diagnosis of peripheral nerve disease and assessment of pharmacological agents
    • Cheah BC, Kiernan MC, Neurophysiological methodologies: Diagnosis of peripheral nerve disease and assessment of pharmacological agents, Curr Opin Invest Drugs 11:72-79, 2010.
    • (2010) Curr Opin Invest Drugs , vol.11 , pp. 72-79
    • Cheah, B.C.1    Kiernan, M.C.2
  • 3
    • 0036798907 scopus 로고    scopus 로고
    • Nerve conduction studies in selected peripheral nerve disorders
    • Krarup C, Nerve conduction studies in selected peripheral nerve disorders, Curr Opin Neurol 15:579-593, 2002.
    • (2002) Curr Opin Neurol , vol.15 , pp. 579-593
    • Krarup, C.1
  • 4
    • 70349696654 scopus 로고    scopus 로고
    • Nerve conduction and excitability studies in peripheral nerve disorders
    • Krarup C, Moldovan M, Nerve conduction and excitability studies in peripheral nerve disorders, Curr Opin Neurol 22:460-466, 2009.
    • (2009) Curr Opin Neurol , vol.22 , pp. 460-466
    • Krarup, C.1    Moldovan, M.2
  • 5
    • 0023556447 scopus 로고
    • The prevalence of carpal tunnel syndrome symptoms in female supermarket checkers
    • Margolis W, Kraus JF, The prevalence of carpal tunnel syndrome symptoms in female supermarket checkers, J Occup Med 29:953-956, 1987.
    • (1987) J Occup Med , vol.29 , pp. 953-956
    • Margolis, W.1    Kraus, J.F.2
  • 6
    • 0027717254 scopus 로고
    • A self-administered questionnaire for the assessment of severity of symptoms and functional status in carpal tunnel syndrome
    • Levine DW, Simons BP, Koris MJ, Daltroy LH, A self-administered questionnaire for the assessment of severity of symptoms and functional status in carpal tunnel syndrome, J Bone Joint Surg 75-A:1585-1592, 1993.
    • (1993) J Bone Joint Surg , vol.75 A , pp. 1585-1592
    • Levine, D.W.1    Simons, B.P.2    Koris, M.J.3    Daltroy, L.H.4
  • 8
    • 0031840543 scopus 로고    scopus 로고
    • Guidelines for the diagnosis and outpatient management of diabetic peripheral neuropathy
    • Boulton AJM, Gries FA, Jervell JA, Guidelines for the diagnosis and outpatient management of diabetic peripheral neuropathy, Diabetic Med 15:508-514, 1998.
    • (1998) Diabetic Med , vol.15 , pp. 508-514
    • Boulton, A.J.M.1    Gries, F.A.2    Jervell, J.A.3
  • 9
    • 0027452054 scopus 로고
    • Literature review of the usefulness of nerve conduction studies and electromyography for the evaluation of patients with carpal tunnel syndrome
    • Jablecki CK, Andary MT, So YT, Wilkins DE, Literature review of the usefulness of nerve conduction studies and electromyography for the evaluation of patients with carpal tunnel syndrome, Muscle Nerve 16:1392-1414, 1993.
    • (1993) Muscle Nerve , vol.16 , pp. 1392-1414
    • Jablecki, C.K.1    Andary, M.T.2    So, Y.T.3    Wilkins, D.E.4
  • 11
    • 41549102581 scopus 로고    scopus 로고
    • Analysis of EEG signals during epileptic and alcoholic states using AR modeling techniques
    • Faust O, Acharya UR, Alen A, Lim CM, Analysis of EEG signals during epileptic and alcoholic states using AR modeling techniques, Innovations Technol Biol Med 29:44-52, 2008.
    • (2008) Innovations Technol Biol Med , vol.29 , pp. 44-52
    • Faust, O.1    Acharya, U.R.2    Alen, A.3    Lim, C.M.4
  • 12
    • 77951577412 scopus 로고    scopus 로고
    • Automatic identi cation of epileptic and background EEG signals using frequency domain parameters
    • Faust O, Acharya UR, Lim CM, Sputh BHC, Automatic identi cation of epileptic and background EEG signals using frequency domain parameters, Int J Neural Syst 20:159-176, 2010.
    • (2010) Int J Neural Syst , vol.20 , pp. 159-176
    • Faust, O.1    Acharya, U.R.2    Lim, C.M.3    Sputh, B.H.C.4
  • 13
    • 84870718410 scopus 로고    scopus 로고
    • Comprehensive analysis of cardiac health using heart rate signals
    • Acharya UR, Kannathal N, Krishnan SM, Comprehensive analysis of cardiac health using heart rate signals, Physiol Meas 25:1151-2004.
    • Physiol Meas , vol.25 , pp. 1151-2004
    • Acharya, U.R.1    Kannathal, N.2    Krishnan, S.M.3
  • 14
    • 20444408008 scopus 로고    scopus 로고
    • Analysis of cardiac health using fractal dimension and Continuous wavelet transformation
    • Acharya UR, Bhat PS, Kannathal N, Rao A, Lim CM, Analysis of cardiac health using fractal dimension and Continuous wavelet transformation, Innovations Technol Biol Med 26:133-139, 2005.
    • (2005) Innovations Technol Biol Med , vol.26 , pp. 133-139
    • Acharya, U.R.1    Bhat, P.S.2    Kannathal, N.3    Rao, A.4    Lim, C.M.5
  • 16
    • 0036933527 scopus 로고    scopus 로고
    • HRV analysis using correlation dimension and detrended °uctuation analysis
    • Acharya UR, Lim CM, Joseph P, HRV analysis using correlation dimension and detrended °uctuation analysis, Innovations Technol Biol Med 23:333-339, 2002.
    • (2002) Innovations Technol Biol Med , vol.23 , pp. 333-339
    • Acharya, U.R.1    Lim, C.M.2    Joseph, P.3
  • 18
    • 0033362601 scopus 로고    scopus 로고
    • Evolving arti cial neural networks
    • Yao X, Evolving arti cial neural networks, Proc IEEE 87:1423-1447, 1999.
    • (1999) Proc IEEE , vol.87 , pp. 1423-1447
    • Yao, X.1
  • 19
    • 76449119987 scopus 로고    scopus 로고
    • Arti cial neural network based ECG arrhythmia classi cation
    • Haseena H, Joseph PK, Mathew AT, Arti cial neural network based ECG arrhythmia classi cation, J Mech Med Biol 9:507-525, 2012.
    • (2012) J Mech Med Biol , vol.9 , pp. 507-525
    • Haseena, H.1    Joseph, P.K.2    Mathew, A.T.3
  • 21
    • 82455175670 scopus 로고    scopus 로고
    • Arrhythmia disease diagnosis using neural network, SVM and genetic algorithm-optimised k-means clustering
    • Martis RJ, Chakraborty C, Arrhythmia disease diagnosis using neural network, SVM and genetic algorithm-optimised k-means clustering, J Mech Med Biol 11:897-2011.
    • J Mech Med Biol , vol.11 , pp. 897-2011
    • Martis, R.J.1    Chakraborty, C.2
  • 22
    • 40549098547 scopus 로고    scopus 로고
    • Neural network based classi cation of normal and abnormal pulmonary function using spirometric measurements
    • Veezhinathan M, Ramakrishnan S, Neural network based classi cation of normal and abnormal pulmonary function using spirometric measurements, J Mech Med Biol 7:151-161, 2007.
    • (2007) J Mech Med Biol , vol.7 , pp. 151-161
    • Veezhinathan, M.1    Ramakrishnan, S.2
  • 23
    • 0028788276 scopus 로고
    • Application of arti cial neural networks to clinical medicine
    • Baxt WG, Application of arti cial neural networks to clinical medicine, Lancet 346:1135-1138, 1995.
    • (1995) Lancet , vol.346 , pp. 1135-1138
    • Baxt, W.G.1
  • 24
    • 84867960146 scopus 로고    scopus 로고
    • Arti cial neural networks in medical diagnosis
    • Al-Shayea QK, Arti cial neural networks in medical diagnosis, Int J Comput Sci Issues 8:150-154, 2011.
    • (2011) Int J Comput Sci Issues , vol.8 , pp. 150-154
    • Al-Shayea, Q.K.1
  • 26
    • 0021181880 scopus 로고
    • Principles and pitfalls of nerve conduction studies
    • Kimura J, Principles and pitfalls of nerve conduction studies, Ann Neurol 16:415-429, 1984.
    • (1984) Ann Neurol , vol.16 , pp. 415-429
    • Kimura, J.1
  • 28
    • 0026722929 scopus 로고
    • The application of backpropagation neural networks to problems in pathology and laboratory medicine
    • Astion ML, Wilding P, The application of backpropagation neural networks to problems in pathology and laboratory medicine, Arch Pathol Lab Med 116:995-1001, 1992.
    • (1992) Arch Pathol Lab Med , vol.116 , pp. 995-1001
    • Astion, M.L.1    Wilding, P.2
  • 29
    • 0029840811 scopus 로고    scopus 로고
    • Neural networks in clinical medicine
    • Penny W, Frost D, Neural networks in clinical medicine, Med Decis Making 16:386-398, 1996.
    • (1996) Med Decis Making , vol.16 , pp. 386-398
    • Penny, W.1    Frost, D.2
  • 30
    • 0001362410 scopus 로고    scopus 로고
    • Numerical analysis
    • More JJ, Numerical analysis, Lect Notes Math 105-116, 1997.
    • (1997) Lect Notes Math , pp. 105-116
    • More, J.J.1
  • 31
    • 0001362410 scopus 로고    scopus 로고
    • The Levenberg-Marquardt algorithm: Implementation and theory
    • Moore JJ, The Levenberg-Marquardt algorithm: Implementation and theory, Lect Notes Math 630:105-116, 1978.
    • (1978) Lect Notes Math , vol.630 , pp. 105-116
    • Moore, J.J.1
  • 32
    • 84970866422 scopus 로고    scopus 로고
    • Diagnostic tests. 1: Sensitivity and speci city
    • Altman DG, Bland JM, Diagnostic tests. 1: Sensitivity and speci city, Br Med J 308:1552-1994.
    • Br Med J , vol.308 , pp. 1552-1994
    • Altman, D.G.1    Bland, J.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.