메뉴 건너뛰기




Volumn 38, Issue 4, 2014, Pages

A clinical decision support system with an integrated EMR for diagnosis of peripheral neuropathy

Author keywords

Axonal neuropathy; Demyelinating neuropathy; Fuzzy logic controller; Nerve conduction studies; Peripheral nerve disorders

Indexed keywords

ARTICLE; CLINICAL DECISION MAKING; COMPUTER INTERFACE; DECISION SUPPORT SYSTEM; DEMYELINATING NEUROPATHY; DIAGNOSTIC ACCURACY; DIAGNOSTIC TEST; DIAGNOSTIC TEST ACCURACY STUDY; DIAGNOSTIC VALUE; ELECTRONIC MEDICAL RECORD; EXPERT SYSTEM; FUZZY LOGIC; FUZZY SYSTEM; HEALTH CARE; HUMAN; INFORMATION PROCESSING; INFORMATION RETRIEVAL; MOTOR NEUROPATHY; PERIPHERAL NEUROPATHY; PREDICTIVE VALUE; SENSORY NEUROPATHY; SIMULATION; CLASSIFICATION; DIFFERENTIAL DIAGNOSIS; ORGANIZATION AND MANAGEMENT; PERIPHERAL NERVOUS SYSTEM DISEASES; PROCEDURES; SENSITIVITY AND SPECIFICITY; SYSTEM ANALYSIS;

EID: 84897121160     PISSN: 01485598     EISSN: 1573689X     Source Type: Journal    
DOI: 10.1007/s10916-014-0038-9     Document Type: Article
Times cited : (22)

References (45)
  • 1
    • 0033526651 scopus 로고    scopus 로고
    • Neuropathic pain: Aetiology, symptoms, mechanisms, and management
    • Woolf, C. J., and Mannion, R. J., Neuropathic pain: Aetiology, symptoms, mechanisms, and management. Lancet 353(9168):1959-1964, 1999.
    • (1999) Lancet , vol.353 , Issue.9168 , pp. 1959-1964
    • Woolf, C.J.1    Mannion, R.J.2
  • 2
    • 0031840543 scopus 로고    scopus 로고
    • Guidelines for the diagnosis and outpatient management of diabetic peripheral neuropathy
    • DOI 10.1002/(SICI)1096-9136(199806)15:6<508::AID-D
    • Boulton, A. J. M., Gries, F. A., and Jervell, J. A., Guidelines for the diagnosis and outpatient management of diabetic peripheral neuropathy. Diab. Med. 15(6):508-514, 1998. (Pubitemid 28261150)
    • (1998) Diabetic Medicine , vol.15 , Issue.6 , pp. 508-514
    • Boulton, A.J.M.1    Gries, F.A.2    Jervell, J.A.3
  • 5
    • 0035208068 scopus 로고    scopus 로고
    • Management of painful diabetic neuropathy
    • Jensen, P. G., and Larson, J. R., Management of painful diabetic neuropathy. Drugs Aging 18(10):737-749, 2001. (Pubitemid 33135196)
    • (2001) Drugs and Aging , vol.18 , Issue.10 , pp. 737-749
    • Jensen, P.G.1    Larson, J.R.2
  • 6
    • 0034491931 scopus 로고    scopus 로고
    • Peripheral neuropathy in leprosy and its consequences
    • Van Brakel, W. H., Peripheral neuropathy in leprosy and its consequences. Lepr. Rev. 71(Suppl):S146-S153, 2000. (Pubitemid 32115018)
    • (2000) Leprosy Review , vol.71 , Issue.SUPPL.
    • Van Brakel, W.H.1
  • 8
    • 12744274816 scopus 로고    scopus 로고
    • Electrodiagnostic testing of nerves and muscles: When, why, and how to order
    • Chemali, K. R., and Tsao, B., Electrodiagnostic testing of nerves and muscles: When, why, and how to order. Cleve. Clin. J. Med. 72(1):37-48, 2005.
    • (2005) Cleve. Clin. J. Med. , vol.72 , Issue.1 , pp. 37-48
    • Chemali, K.R.1    Tsao, B.2
  • 9
    • 0034746506 scopus 로고    scopus 로고
    • Simple screening test for peripheral neuropathy in the diabetes clinic
    • Perkins, B. A., Olaleye, D., Zinman, B., and Bril, V., Simple screening tests for peripheral neuropathy in the diabetes clinic. Diabetes Care 24(2):250-256, 2001. (Pubitemid 32119120)
    • (2001) Diabetes Care , vol.24 , Issue.2 , pp. 250-256
    • Perkins, B.A.1    Olaleye, D.2    Zinman, B.3    Bril, V.4
  • 10
    • 74549136697 scopus 로고    scopus 로고
    • Neurophysiological methodologies: Diagnosis of peripheral nerve disease and assessment of pharmacological agents
    • Cheah, B. C., and Kiernan, M. C., Neurophysiological methodologies: Diagnosis of peripheral nerve disease and assessment of pharmacological agents. Curr. Opin. Investig. Drugs 11(1):72-79, 2010.
    • (2010) Curr. Opin. Investig. Drugs , vol.11 , Issue.1 , pp. 72-79
    • Cheah, B.C.1    Kiernan, M.C.2
  • 11
    • 78651101592 scopus 로고    scopus 로고
    • Diabetic neuropathies: Update on definitions, diagnostic criteria, estimation of severity, and treatments
    • Tesfaye, S., Boulton, A. J., Dyck, P. J., et al., Diabetic neuropathies: Update on definitions, diagnostic criteria, estimation of severity, and treatments. Diabetes Care 33(10):2285-2293, 2010.
    • (2010) Diabetes Care , vol.33 , Issue.10 , pp. 2285-2293
    • Tesfaye, S.1    Boulton, A.J.2    Dyck, P.J.3
  • 13
    • 84871002424 scopus 로고    scopus 로고
    • Formal design methods for reliable computer-aided diagnosis: A review
    • Faust, O., Acharya, U. R., and Tamura, T., Formal design methods for reliable computer-aided diagnosis: A review. IEEE Rev. Biomed. Eng. 5:15-28, 2012.
    • (2012) IEEE Rev. Biomed. Eng. , vol.5 , pp. 15-28
    • Faust, O.1    Acharya, U.R.2    Tamura, T.3
  • 14
    • 0030219951 scopus 로고    scopus 로고
    • Detection of seizure activity in EEG by an artificial neural network: A preliminary study
    • DOI 10.1006/cbmr.1996.0022
    • Pradhan, N., Sadasivan, P. K., and Arunodaya, G. R., Detection of seizure activity in EEG by an artificial neural network: A preliminary study. Comput. Biomed. Res. 29(4):303-313, 1996. (Pubitemid 26301913)
    • (1996) Computers and Biomedical Research , vol.29 , Issue.4 , pp. 303-313
    • Pradhan, N.1    Sadasivan, P.K.2    Arunodaya, G.R.3
  • 15
    • 0028820429 scopus 로고
    • Artificial neural networks for decision support in clinical medicine
    • Forsstrom, J. J., and Dalton, K. J., Artificial neural networks for decision support in clinical medicine. Ann. Med. 27(5):509-517, 1995.
    • (1995) Ann. Med. , vol.27 , Issue.5 , pp. 509-517
    • Forsstrom, J.J.1    Dalton, K.J.2
  • 16
    • 0034906879 scopus 로고    scopus 로고
    • Fuzzy logic and its applications in medicine
    • DOI 10.1016/S1386-5056(01)00160-5, PII S1386505601001605
    • Phuong, N.H., and Kreinovich, V., Fuzzy logic and its applications in medicine. Int. J. Med. Informat. 62(2):165-173, 2001. (Pubitemid 32722237)
    • (2001) International Journal of Medical Informatics , vol.62 , Issue.2-3 , pp. 165-173
    • Phuong, N.H.1    Kreinovich, V.2
  • 17
    • 0028367412 scopus 로고
    • Medical diagnostic decision support systems-past, present, and future a threaded bibliography and brief commentary
    • Miller, R. A., Medical diagnostic decision support systems-past, present, and future a threaded bibliography and brief commentary. J. Am. Med. Inform. Assoc. 1(1):8-27, 1994.
    • (1994) J. Am. Med. Inform. Assoc. , vol.1 , Issue.1 , pp. 8-27
    • Miller, R.A.1
  • 19
    • 0020843799 scopus 로고
    • The role of fuzzy logic in the management of uncertainty in expert systems
    • Zadeh, L. A., The role of fuzzy logic in the management of uncertainty in expert systems. Fuzzy Sets Syst. 11(1):197-198, 1983.
    • (1983) Fuzzy Sets Syst. , vol.11 , Issue.1 , pp. 197-198
    • Zadeh, L.A.1
  • 20
    • 0036830085 scopus 로고    scopus 로고
    • Paediatric clinical decision support systems
    • DOI 10.1136/adc.87.5.361
    • Ramnarayan, P., and Britto, J., Paediatric clinical decision support systems. Arch. Dis. Child. 87(5):361-362, 2002. (Pubitemid 35252887)
    • (2002) Archives of Disease in Childhood , vol.87 , Issue.5 , pp. 361-362
    • Ramnarayan, P.1    Britto, J.2
  • 21
    • 84864053247 scopus 로고    scopus 로고
    • Fuzzy rule-based expert system for assessment severity of asthma
    • Zolnoori, M., Zarandi, M. H., Moin, M., and Teimorian, S., Fuzzy rule-based expert system for assessment severity of asthma. J. Med. Syst. 36(3):1707-1717, 2012.
    • (2012) J. Med. Syst. , vol.36 , Issue.3 , pp. 1707-1717
    • Zolnoori, M.1    Zarandi, M.H.2    Moin, M.3    Teimorian, S.4
  • 22
    • 0021181880 scopus 로고
    • Principles and pitfalls of nerve conduction studies
    • Kimura, J., Principles and pitfalls of nerve conduction studies. Ann. Neurol. 16(4):415-429, 1984. (Pubitemid 14021820)
    • (1984) Annals of Neurology , vol.16 , Issue.4 , pp. 415-429
    • Kimura, J.1
  • 24
    • 34548492249 scopus 로고    scopus 로고
    • Rule-based Mamdani-type fuzzy modeling of skin permeability
    • DOI 10.1016/j.asoc.2007.01.007, PII S1568494607000166
    • Keshwani, D. R., Jones, D. D., Meyer, G. E., and Brand, R.M., Rule-based Mamdani-type fuzzy modeling of skin permeability. Appl. Soft Comput. 8(1):285-294, 2008. (Pubitemid 47374563)
    • (2008) Applied Soft Computing Journal , vol.8 , Issue.1 , pp. 285-294
    • Keshwani, D.R.1    Jones, D.D.2    Meyer, G.E.3    Brand, R.M.4
  • 25
    • 48749146658 scopus 로고
    • The epistemology of a rule-based expert system-a framework for explanation
    • Clancey, W. J., The epistemology of a rule-based expert system-a framework for explanation. Artif. Intell. 20(3):215-251, 1983.
    • (1983) Artif. Intell. , vol.20 , Issue.3 , pp. 215-251
    • Clancey, W.J.1
  • 27
    • 40749135419 scopus 로고    scopus 로고
    • A fuzzy reasoning design for fault detection and diagnosis of a computer-controlled system
    • DOI 10.1016/j.engappai.2007.04.007, PII S0952197607000553
    • Ting, Y., Lu, W. B., Chen, C. H., and Wang, G. K., A fuzzy reasoning design for fault detection and diagnosis of a computer-controlled system. Eng. Appl. Artif. Intell. 21(2):157-170, 2008. (Pubitemid 351381574)
    • (2008) Engineering Applications of Artificial Intelligence , vol.21 , Issue.2 , pp. 157-170
    • Ting, Y.1    Lu, W.B.2    Chen, C.H.3    Wang, G.K.4
  • 29
    • 0030965771 scopus 로고    scopus 로고
    • Variation of sensitivity, specificity, likelihood ratios and predictive values with disease prevalence
    • Brenner, H. E. R. M., and Gefeller, O. L. A. F., Variation of sensitivity, specificity, likelihood ratios and predictive values with disease prevalence. Stat. Med. 16(9):981-991, 1997.
    • (1997) Stat. Med. , vol.16 , Issue.9 , pp. 981-991
    • Brenner, H.E.R.M.1    Gefeller, O.L.A.F.2
  • 31
    • 17144362818 scopus 로고    scopus 로고
    • Improving clinical practice using clinical decision support systems: A systematic review of trials to identify features critical to success
    • Kawamoto, K., Houlihan, C. A., Balas, E. A., and Lobach, D. F., Improving clinical practice using clinical decision support systems: A systematic review of trials to identify features critical to success. Br. Med. J. 330(7494):765, 2005.
    • (2005) Br. Med. J. , vol.330 , Issue.7494 , pp. 765
    • Kawamoto, K.1    Houlihan, C.A.2    Balas, E.A.3    Lobach, D.F.4
  • 33
    • 84867321522 scopus 로고    scopus 로고
    • Design of a fuzzy-based decision support system for coronary heart disease diagnosis
    • Lahsasna, A., Ainon, R. N., Zainuddin, R., and Bulgiba, A., Design of a fuzzy-based decision support system for coronary heart disease diagnosis. J. Med. Syst. 36(5):3293-3306, 2012.
    • (2012) J. Med. Syst. , vol.36 , Issue.5 , pp. 3293-3306
    • Lahsasna, A.1    Ainon, R.N.2    Zainuddin, R.3    Bulgiba, A.4
  • 34
    • 84864062433 scopus 로고    scopus 로고
    • Accuracy enhancement in a fuzzy expert decision making system through appropriate determination of membership functions and its application in a medical diagnostic decision making system
    • Das, S., Chowdhury, S. R., and Saha, H., Accuracy enhancement in a fuzzy expert decision making system through appropriate determination of membership functions and its application in a medical diagnostic decision making system. J. Med. Syst. 36(3):1607-1620, 2012.
    • (2012) J. Med. Syst. , vol.36 , Issue.3 , pp. 1607-1620
    • Das, S.1    Chowdhury, S.R.2    Saha, H.3
  • 35
    • 84864073880 scopus 로고    scopus 로고
    • Diagnosis of arthritis through fuzzy inference system
    • Singh, S., Kumar, A., Panneerselvam, K., and Vennila, J. J., Diagnosis of arthritis through fuzzy inference system. J. Med. Syst. 36(3):1459-1468, 2012.
    • (2012) J. Med. Syst. , vol.36 , Issue.3 , pp. 1459-1468
    • Singh, S.1    Kumar, A.2    Panneerselvam, K.3    Vennila, J.J.4
  • 36
    • 84892714997 scopus 로고    scopus 로고
    • A new hybrid case-based reasoning approach for medical diagnosis systems
    • Sharaf-El-Deen, D. A., Moawad, I. F., and Khalifa, M. E., A new hybrid case-based reasoning approach for medical diagnosis systems. J. Med. Syst. 38(2):1-11, 2014.
    • (2014) J. Med. Syst. , vol.38 , Issue.2 , pp. 1-11
    • Sharaf-El-Deen, D.A.1    Moawad, I.F.2    Khalifa, M.E.3
  • 40
    • 33745015560 scopus 로고    scopus 로고
    • Cardiac state diagnosis using adaptive neuro-fuzzy technique
    • DOI 10.1016/j.medengphy.2005.11.011, PII S1350453305002535
    • Kannathal, N., Lim, C. M., Rajendra Acharya, U., and Sadasivan, P. K., Cardiac state diagnosis using adaptive neuro-fuzzy technique. Med. Eng. Phys. 28(8):809-815, 2006. (Pubitemid 43870339)
    • (2006) Medical Engineering and Physics , vol.28 , Issue.8 , pp. 809-815
    • Kannathal, N.1    Lim, C.M.2    Rajendra, A.U.3    Sadasivan, P.K.4
  • 41
    • 0032556178 scopus 로고    scopus 로고
    • Effects of computer-based clinical decision support systems on physician performance and patient outcomes: A systematic review
    • DOI 10.1001/jama.280.15.1339
    • Hunt, D. L., Haynes, R. B., Hanna, S. E., and Smith, K., Effects of computer-based clinical decision support systems on physician performance and patient outcomes: A systematic review. J. Am. Med. Assoc. 280(15):1339-1346, 1998. (Pubitemid 28473723)
    • (1998) Journal of the American Medical Association , vol.280 , Issue.15 , pp. 1339-1346
    • Hunt, D.L.1    Haynes, R.B.2    Hanna, S.E.3    Smith, K.4
  • 42
    • 79953011440 scopus 로고    scopus 로고
    • Fuzzy logic: A "simple" solution for complexities in neurosciences?
    • Godil, S. S., Shamim, M. S., Enam, S. A., and Qidwai, U., Fuzzy logic: A "simple" solution for complexities in neurosciences? Surg. Neurol. Int. 2:24, 2011.
    • (2011) Surg. Neurol. Int. , vol.2 , pp. 24
    • Godil, S.S.1    Shamim, M.S.2    Enam, S.A.3    Qidwai, U.4
  • 43
    • 84884823139 scopus 로고    scopus 로고
    • A novel fuzzy expert system for the identification of severity of carpal tunnel syndrome
    • Kunhimangalam, R., Ovallath, S., and Joseph, P. K., A novel fuzzy expert system for the identification of severity of carpal tunnel syndrome. Biomed. Res. Int. 2013:846780, 2013.
    • (2013) Biomed. Res. Int. , vol.2013 , pp. 846780
    • Kunhimangalam, R.1    Ovallath, S.2    Joseph, P.K.3
  • 44
    • 84878922720 scopus 로고    scopus 로고
    • Computer aided diagnostic problem solving: Identification of peripheral nerve disorders
    • Kunhimangalam, R., Ovallath, S., and Joseph, P. K., Computer aided diagnostic problem solving: Identification of peripheral nerve disorders. IRBM. 34(3):244-251, 2013.
    • (2013) IRBM , vol.34 , Issue.3 , pp. 244-251
    • Kunhimangalam, R.1    Ovallath, S.2    Joseph, P.K.3
  • 45
    • 84867951533 scopus 로고    scopus 로고
    • Artificial Neural Networks in the Identification of Peripheral Nerve Disorders
    • Kunhimangalam, R., Ovallath, S., and Joseph, P.K., Artificial Neural Networks in the Identification of Peripheral Nerve Disorders. J. Mech. Med. Biol. 12(04):1240018(1-14), 2012.
    • (2012) J. Mech. Med. Biol. , vol.12 , Issue.4
    • Kunhimangalam, R.1    Ovallath, S.2    Joseph, P.K.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.