메뉴 건너뛰기




Volumn 16, Issue 2, 2017, Pages 122-128

Detection of unilateral hearing loss by stationary wavelet entropy

Author keywords

Computer aided diagnosis; Sensorineural hearing loss; Single hidden layer feed forward neural network; Stationary wavelet entropy; Unilateral hearing loss

Indexed keywords

BRAIN; COMPUTER ASSISTED DIAGNOSIS; DIAGNOSTIC IMAGING; ENTROPY; EVALUATION STUDY; FEMALE; HEMISPHERIC DOMINANCE; HUMAN; MALE; MIDDLE AGED; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; PROCEDURES; UNILATERAL HEARING LOSS; WAVELET ANALYSIS;

EID: 85015622428     PISSN: 18715273     EISSN: 19963181     Source Type: Journal    
DOI: 10.2174/1871527315666161026115046     Document Type: Review
Times cited : (38)

References (52)
  • 2
    • 70349104507 scopus 로고    scopus 로고
    • Cognitive performance of school children with unilateral sensorineural hearing loss
    • Martínez-Cruz CF, Poblano A, Conde-Reyes MP. Cognitive performance of school children with unilateral sensorineural hearing loss. Arch Med Res 2009; 40(5): 374-79.
    • (2009) Arch Med Res , vol.40 , Issue.5 , pp. 374-379
    • Martínez-Cruz, C.F.1    Poblano, A.2    Conde-Reyes, M.P.3
  • 3
    • 84949456063 scopus 로고    scopus 로고
    • Changes of the directional brain networks related with brain plasticity in patients with long-term unilateral sensorineural hearing loss
    • Zhang GY, Yang M, Liu B, et al. Changes of the directional brain networks related with brain plasticity in patients with long-term unilateral sensorineural hearing loss. Neuroscience 2016; 313: 149-61.
    • (2016) Neuroscience , vol.313 , pp. 149-161
    • Zhang, G.Y.1    Yang, M.2    Liu, B.3
  • 4
    • 84940434582 scopus 로고    scopus 로고
    • Spontaneous improvement in sen-sorineural hearing loss developed as a complication of neonatal hyperbilirubinemia
    • Khalid S, Qadir M, Salat MS. Spontaneous improvement in sen-sorineural hearing loss developed as a complication of neonatal hyperbilirubinemia. J Pak Med Assoc 2015; 65(9): 1018-21.
    • (2015) J Pak Med Assoc , vol.65 , Issue.9 , pp. 1018-1021
    • Khalid, S.1    Qadir, M.2    Salat, M.S.3
  • 5
    • 84867031429 scopus 로고    scopus 로고
    • Polymorphisms in genes involved in oxidative stress response in patients with sudden sen-sorineural hearing loss and Meniere’s disease in a Japanese population
    • Teranishi M, Uchida Y, Nishio N, et al. Polymorphisms in genes involved in oxidative stress response in patients with sudden sen-sorineural hearing loss and Meniere’s disease in a Japanese population. DNA Cell Biol 2012; 31(10): 1555-62.
    • (2012) DNA Cell Biol , vol.31 , Issue.10 , pp. 1555-1562
    • Teranishi, M.1    Uchida, Y.2    Nishio, N.3
  • 6
    • 84947778283 scopus 로고    scopus 로고
    • Diagnostic evaluation of children with sensorineural hearing loss
    • Prosser JD, Cohen AP, Greinwald JH, et al. Diagnostic evaluation of children with sensorineural hearing loss. Otolaryngol Clin North Am 2015; 48(6): 975.
    • (2015) Otolaryngol Clin North Am , vol.48 , Issue.6 , pp. 975
    • Prosser, J.D.1    Cohen, A.P.2    Greinwald, J.H.3
  • 7
    • 84866466250 scopus 로고    scopus 로고
    • Motor proficiency and dynamic visual acuity in children with bilateral sensorineural hearing loss
    • Martin W, Jelsma J, Rogers C. Motor proficiency and dynamic visual acuity in children with bilateral sensorineural hearing loss. Int J Pediatr Otorhinolaryngol 2012; 76(10): 1520-25.
    • (2012) Int J Pediatr Otorhinolaryngol , vol.76 , Issue.10 , pp. 1520-1525
    • Martin, W.1    Jelsma, J.2    Rogers, C.3
  • 9
    • 84956930413 scopus 로고    scopus 로고
    • Clinical and molecular delineation of dysequilibrium syndrome type 2 and pro-found sensorineural hearing loss in an inbred Arab family
    • Komara M, John A, Suleiman J, Ali BR, Al-Gazali L. Clinical and molecular delineation of dysequilibrium syndrome type 2 and pro-found sensorineural hearing loss in an inbred Arab family. Am J Med Genet A 2016; 170(2): 540-43.
    • (2016) Am J Med Genet A , vol.170 , Issue.2 , pp. 540-543
    • Komara, M.1    John, A.2    Suleiman, J.3    Ali, B.R.4    Al-Gazali, L.5
  • 10
    • 33749041045 scopus 로고    scopus 로고
    • Auditory cortical responses evoked by pure tones in healthy and sensorineural hearing loss subjects: Functional MRI and magnetoencephalography
    • Zhang YT, Geng ZJ, Zhang Q, Li W, Zhang J. Auditory cortical responses evoked by pure tones in healthy and sensorineural hearing loss subjects: functional MRI and magnetoencephalography. Chin Med J 2006; 119(18): 1548-54.
    • (2006) Chin Med J , vol.119 , Issue.18 , pp. 1548-1554
    • Zhang, Y.T.1    Geng, Z.J.2    Zhang, Q.3    Li, W.4    Zhang, J.5
  • 11
    • 84954519485 scopus 로고    scopus 로고
    • Altered contralateral auditory cortical morphology in unilateral sudden sensorineural hearing loss
    • Fan W, Zhang W, Li J, et al. Altered contralateral auditory cortical morphology in unilateral sudden sensorineural hearing loss. Otol Neurotol 2015; 36(10): 1622-27.
    • (2015) Otol Neurotol , vol.36 , Issue.10 , pp. 1622-1627
    • Fan, W.1    Zhang, W.2    Li, J.3
  • 12
    • 84940020478 scopus 로고    scopus 로고
    • Exponential wavelet iterative shrinkage thresholding algorithm for compressed sensing magnetic resonance imaging
    • Zhang Y, Dong Z, Phillips P, Wang S, Ji G, Yang J. Exponential wavelet iterative shrinkage thresholding algorithm for compressed sensing magnetic resonance imaging. Info Sci 2015; 322: 115-32.
    • (2015) Info Sci , vol.322 , pp. 115-132
    • Zhang, Y.1    Dong, Z.2    Phillips, P.3    Wang, S.4    Ji, G.5    Yang, J.6
  • 13
    • 85011093743 scopus 로고    scopus 로고
    • Detection of Left-Sided and Right-Sided Hearing Loss via Fractional Fourier Transform
    • Wang S, Yang M, Zhang Y, et al. Detection of Left-Sided and Right-Sided Hearing Loss via Fractional Fourier Transform. Entropy 2016; 18(5); Article ID: 194.
    • (2016) Entropy , vol.18 , Issue.5
    • Wang, S.1    Yang, M.2    Zhang, Y.3
  • 14
    • 84872485770 scopus 로고    scopus 로고
    • Variation of Wavelet Entropy in Electroencephalogram Signal during Neurofeedback Training
    • Ghoshuni M, Firoozabadi M, Khalilzadeh MA, Golpayegani MRH. Variation of Wavelet Entropy in Electroencephalogram Signal during Neurofeedback Training. Complexity 2013; 18(3): 18-23.
    • (2013) Complexity , vol.18 , Issue.3 , pp. 18-23
    • Ghoshuni, M.1    Firoozabadi, M.2    Khalilzadeh, M.A.3    Golpayegani, M.R.H.4
  • 15
    • 84884575083 scopus 로고    scopus 로고
    • Classification of MRI brain images using combined wavelet entropy based spider web plots and probabilistic neural network
    • Saritha M, Paul Joseph K, Mathew AT. Classification of MRI brain images using combined wavelet entropy based spider web plots and probabilistic neural network. Patt Recogni Lett 2013; 34(16): 2151-56.
    • (2013) Patt Recogni Lett , vol.34 , Issue.16 , pp. 2151-2156
    • Saritha, M.1    Paul Joseph, K.2    Mathew, A.T.3
  • 16
    • 84940520517 scopus 로고    scopus 로고
    • Neural network reorganization analysis during an auditory odd-ball task in schizophrenia using wavelet entropy
    • Gomez-Pilar J, Poza J, Bachiller A, Gómez C, Molina V, Hornero R. Neural network reorganization analysis during an auditory odd-ball task in schizophrenia using wavelet entropy. Entropy 2015; 17(8): 5241-56.
    • (2015) Entropy , vol.17 , Issue.8 , pp. 5241-5256
    • Gomez-Pilar, J.1    Poza, J.2    Bachiller, A.3    Gómez, C.4    Molina, V.5    Hornero, R.6
  • 17
    • 84977465820 scopus 로고    scopus 로고
    • Pathological brain detection based on wavelet entropy and Hu moment invariants
    • Sun P. Pathological brain detection based on wavelet entropy and Hu moment invariants. Bio-Med Mat Eng 2015; 26(s1): 1283-90.
    • (2015) Bio-Med Mat Eng , vol.26 , pp. 1283-1290
    • Sun, P.1
  • 18
    • 84906217583 scopus 로고    scopus 로고
    • Functional disorganization of small-world brain networks in mild Alzheimer’s Disease and amnestic Mild Cognitive Impairment: An EEG study using Relative Wavelet Entropy (RWE)
    • Frantzidis CA, Vivas AB, Tsolaki A, Klados MA, Tsolaki M, Bamidis PD. Functional disorganization of small-world brain networks in mild Alzheimer’s Disease and amnestic Mild Cognitive Impairment: an EEG study using Relative Wavelet Entropy (RWE). Front Aging Neurosci 2014; 6: Article ID: 224.
    • (2014) Front Aging Neurosci , vol.6
    • Frantzidis, C.A.1    Vivas, A.B.2    Tsolaki, A.3    Klados, M.A.4    Tsolaki, M.5    Bamidis, P.D.6
  • 19
    • 84937437761 scopus 로고    scopus 로고
    • Pathological brain detection in magnetic resonance imaging scanning by wavelet entropy and hybridization of biogeography-based optimization and particle swarm optimization
    • Zhang Y, Wang S, Dong Z, Phillip P, Ji G, Yang J. Pathological brain detection in magnetic resonance imaging scanning by wavelet entropy and hybridization of biogeography-based optimization and particle swarm optimization. Prog Electromagnet Res 2015; 152: 41-58.
    • (2015) Prog Electromagnet Res , vol.152 , pp. 41-58
    • Zhang, Y.1    Wang, S.2    Dong, Z.3    Phillip, P.4    Ji, G.5    Yang, J.6
  • 21
    • 77958563461 scopus 로고    scopus 로고
    • Feature Extraction of Brain MRI by Stationary Wavelet Transform and its Applications
    • Huo Y, Wu L. Feature Extraction of Brain MRI by Stationary Wavelet Transform and its Applications. J Biol Sys 2010; 18(s): 115-132.
    • (2010) J Biol Sys , vol.18 , pp. 115-132
    • Huo, Y.1    Wu, L.2
  • 22
    • 85032679732 scopus 로고    scopus 로고
    • Application of stationary wavelet entropy in pathological brain detection
    • Wang S, Du S, Atangana A, Liu A, Lu Z. Application of stationary wavelet entropy in pathological brain detection. Multmedia Tool Appl 2016; 1-14.
    • (2016) Multmedia Tool Appl , pp. 1-14
    • Wang, S.1    Du, S.2    Atangana, A.3    Liu, A.4    Lu, Z.5
  • 23
    • 84905923537 scopus 로고    scopus 로고
    • Brain structural and functional alterations in patients with unilateral hearing loss
    • Yang M, Chen HJ, Liu B, et al. Brain structural and functional alterations in patients with unilateral hearing loss. Hear Res 2014; 316: 37-43.
    • (2014) Hear Res , vol.316 , pp. 37-43
    • Yang, M.1    Chen, H.J.2    Liu, B.3
  • 24
    • 84916910009 scopus 로고    scopus 로고
    • Changes in the default mode networks of individuals with long-term unilateral sensorineural hearing loss
    • Zhang GY, Yang M, Liu B, et al. Changes in the default mode networks of individuals with long-term unilateral sensorineural hearing loss. Neuroscience 2015; 285: 333-42.
    • (2015) Neuroscience , vol.285 , pp. 333-342
    • Zhang, G.Y.1    Yang, M.2    Liu, B.3
  • 25
    • 84893335413 scopus 로고    scopus 로고
    • Brain Volumetrics, Regional Cortical Thickness and Radiographic Findings in Adults with Cyanotic Congenital Heart Disease
    • Cordina R, Grieve S, Barnett M, Lagopoulos J, Malitz N, Celermajer DS. Brain Volumetrics, Regional Cortical Thickness and Radiographic Findings in Adults with Cyanotic Congenital Heart Disease. NeuroImage Clin 2014; 4: 319-25.
    • (2014) Neuroimage Clin , vol.4 , pp. 319-325
    • Cordina, R.1    Grieve, S.2    Barnett, M.3    Lagopoulos, J.4    Malitz, N.5    Celermajer, D.S.6
  • 26
    • 84908068263 scopus 로고    scopus 로고
    • Structural alterations of brain grey and white matter in early deaf adults
    • Hribar M, Suput D, Carvalho AA, Battelino S, Vovk A. Structural alterations of brain grey and white matter in early deaf adults. Hear Res 2014; 318: 1-10.
    • (2014) Hear Res , vol.318 , pp. 1-10
    • Hribar, M.1    Suput, D.2    Carvalho, A.A.3    Battelino, S.4    Vovk, A.5
  • 27
    • 84941994158 scopus 로고    scopus 로고
    • Automatic segmentation of brain MRI through stationary wavelet transform and random forests
    • Bendib MM, Merouani HF, Diaba F. Automatic segmentation of brain MRI through stationary wavelet transform and random forests. Patt Anal Appl 2015; 18(4): 829-43.
    • (2015) Patt Anal Appl , vol.18 , Issue.4 , pp. 829-843
    • Bendib, M.M.1    Merouani, H.F.2    Diaba, F.3
  • 28
    • 85000692374 scopus 로고    scopus 로고
    • Magnetic resonance brain image classification via stationary wavelet transform and generalized eigenvalue proximal support vector machine
    • Zhang Y, Dong Z, Liu A, Wang S, Ji G, Zhang Z, Yang J. Magnetic resonance brain image classification via stationary wavelet transform and generalized eigenvalue proximal support vector machine. J Med Imag Health Informatic 2015; 5(7): 1395-03.
    • (2015) J Med Imag Health Informatic , vol.5 , Issue.7 , pp. 1395-1403
    • Zhang, Y.1    Dong, Z.2    Liu, A.3    Wang, S.4    Ji, G.5    Zhang, Z.6    Yang, J.7
  • 30
    • 84928613252 scopus 로고    scopus 로고
    • A novel image enhancement algorithm based on stationary wavelet transform for infrared thermography to the de-bonding defect in solid rocket motors
    • Liu T, Zhang W, Yan S. A novel image enhancement algorithm based on stationary wavelet transform for infrared thermography to the de-bonding defect in solid rocket motors. Mech Sys Signal Process 2015; 62-63: 366-80.
    • (2015) Mech Sys Signal Process , vol.62 , Issue.63 , pp. 366-380
    • Liu, T.1    Zhang, W.2    Yan, S.3
  • 31
    • 84925064138 scopus 로고    scopus 로고
    • A new stationary gridline artifact suppression method based on the 2D discrete wavelet transform
    • Tang H, Tong D, Dong Bao X, Dillenseger JL. A new stationary gridline artifact suppression method based on the 2D discrete wavelet transform. Med Phys 2015; 42(4): 1721-29.
    • (2015) Med Phys , vol.42 , Issue.4 , pp. 1721-1729
    • Tang, H.1    Tong, D.2    Dong Bao, X.3    Dillenseger, J.L.4
  • 32
    • 84988719691 scopus 로고    scopus 로고
    • Combination of stationary wavelet transform and kernel support vector machines for pathological brain detection
    • Zhou XX, Yang J F, Sheng H, Wei L, Yan J, Ping Sun, Wang SH. Combination of stationary wavelet transform and kernel support vector machines for pathological brain detection. Simulation 2016; 92(9): 827-37.
    • (2016) Simulation , vol.92 , Issue.9 , pp. 827-837
    • Zhou, X.X.1    Yang, J.F.2    Sheng, H.3    Wei, L.4    Yan, J.5    Sun, P.6    Wang, S.H.7
  • 33
    • 84976309734 scopus 로고    scopus 로고
    • Evaluation of Combined Heat and Power (CHP) Systems Using Fuzzy Shannon Entropy and Fuzzy TOPSIS
    • Cavallaro F, Zavadskas EK, Raslanas S. Evaluation of Combined Heat and Power (CHP) Systems Using Fuzzy Shannon Entropy and Fuzzy TOPSIS. Sustainability 2016; 8(6): Article ID: 556.
    • (2016) Sustainability , vol.8 , Issue.6
    • Cavallaro, F.1    Zavadskas, E.K.2    Raslanas, S.3
  • 35
    • 84948461606 scopus 로고    scopus 로고
    • Pathological brain detection in MRI scanning by wavelet packet Tsallis entropy and fuzzy support vector machine
    • Liu G. Pathological brain detection in MRI scanning by wavelet packet Tsallis entropy and fuzzy support vector machine. Springer-Plus 2015; 4(1): Article ID: 716.
    • (2015) Springer-Plus , vol.4 , Issue.1
    • Liu, G.1
  • 36
    • 84930332968 scopus 로고    scopus 로고
    • Preclinical diagnosis of magnetic resonance (MR) brain images via discrete wavelet packet transform with Tsallis entropy and generalized eigenvalue proximal support vector machine (GEPSVM)
    • Yang J. Preclinical diagnosis of magnetic resonance (MR) brain images via discrete wavelet packet transform with Tsallis entropy and generalized eigenvalue proximal support vector machine (GEPSVM). Entropy 2015; 17(4): 1795-13.
    • (2015) Entropy , vol.17 , Issue.4 , pp. 1795-1813
    • Yang, J.1
  • 37
    • 84976314220 scopus 로고    scopus 로고
    • A Multilayer Perceptron Based Smart Pathological Brain Detection System by Fractional Fourier Entropy
    • Sun Y. A Multilayer Perceptron Based Smart Pathological Brain Detection System by Fractional Fourier Entropy. J Med Sys 2016; 40(7); Article ID: 173.
    • (2016) J Med Sys , vol.40 , Issue.7
    • Sun, Y.1
  • 38
    • 84952683289 scopus 로고    scopus 로고
    • Pathological Brain Detection by a Novel Image Feature-Fractional Fourier Entropy
    • Wang S, Zhang Y, Yang X, Sun P, Dong Z, Liu A, Yuan T-F. Pathological Brain Detection by a Novel Image Feature-Fractional Fourier Entropy. Entropy 2015; 17(12): 8278-96.
    • (2015) Entropy , vol.17 , Issue.12 , pp. 8278-8296
    • Wang, S.1    Zhang, Y.2    Yang, X.3    Sun, P.4    Dong, Z.5    Liu, A.6    Yuan, T.-F.7
  • 39
    • 84951186226 scopus 로고    scopus 로고
    • Multiscale and cross entropy analysis of auroral and polar cap indices during geomagnetic storms
    • Gopinath S, Prince PR. Multiscale and cross entropy analysis of auroral and polar cap indices during geomagnetic storms. Adv Space Res 2016; 57(1): 289-01.
    • (2016) Adv Space Res , vol.57 , Issue.1 , pp. 289-301
    • Gopinath, S.1    Prince, P.R.2
  • 40
    • 68249083234 scopus 로고    scopus 로고
    • Pattern Recognition via PCNN and Tsallis Entropy
    • Wu LN. Pattern Recognition via PCNN and Tsallis Entropy. Sensors 2008; 8(11): 7518-29.
    • (2008) Sensors , vol.8 , Issue.11 , pp. 7518-7529
    • Wu, L.N.1
  • 41
    • 79955977546 scopus 로고    scopus 로고
    • Optimal multi-level Thresholding based on Maximum Tsallis Entropy via an Artificial Bee Colony Approach
    • Wu L. Optimal multi-level Thresholding based on Maximum Tsallis Entropy via an Artificial Bee Colony Approach. Entropy 2011; 13(4): 841-59.
    • (2011) Entropy , vol.13 , Issue.4 , pp. 841-859
    • Wu, L.1
  • 42
    • 84940487338 scopus 로고    scopus 로고
    • Fruit classification by wavelet-entropy and feedforward neural network trained by fitness-scaled chaotic ABC and bio-geography-based optimization
    • Wei L. Fruit classification by wavelet-entropy and feedforward neural network trained by fitness-scaled chaotic ABC and bio-geography-based optimization. Entropy 2015; 17(8): 5711-28.
    • (2015) Entropy , vol.17 , Issue.8 , pp. 5711-5728
    • Wei, L.1
  • 43
    • 84946056461 scopus 로고    scopus 로고
    • Identification of green, Oolong and black teas in China via wavelet packet entropy and fuzzy support vector machine
    • Wang S, Yang X, Zhang Y, Phillips P, Yang J, Yuan T-F. Identification of green, Oolong and black teas in China via wavelet packet entropy and fuzzy support vector machine. Entropy 2015; 17(10): 6663-82.
    • (2015) Entropy , vol.17 , Issue.10 , pp. 6663-6682
    • Wang, S.1    Yang, X.2    Zhang, Y.3    Phillips, P.4    Yang, J.5    Yuan, T.-F.6
  • 44
    • 84961805942 scopus 로고    scopus 로고
    • Tea Category Identification Using a Novel Fractional Fourier Entropy and Jaya Algorithm
    • Cattani C, Rao R. Tea Category Identification Using a Novel Fractional Fourier Entropy and Jaya Algorithm. Entropy 2016; 18(3): Article ID: 77.
    • (2016) Entropy , vol.18 , Issue.3
    • Cattani, C.1    Rao, R.2
  • 45
    • 84931268075 scopus 로고    scopus 로고
    • A state-space description for perfect-reconstruction wavelet FIR filter banks with special orthonormal basis functions
    • Uzinski JC, Paivab HM, Duartec MAQ, Galvãod RKH, Villarreal F. A state-space description for perfect-reconstruction wavelet FIR filter banks with special orthonormal basis functions. J Comput App Math 2015; 290: 290-97.
    • (2015) J Comput App Math , vol.290 , pp. 290-297
    • Uzinski, J.C.1    Paivab, H.M.2    Duartec, M.3    Galvãod, R.4    Villarreal, F.5
  • 47
    • 84957871052 scopus 로고    scopus 로고
    • Class-modular multi-layer perceptron networks for supporting passive sonar signal classification
    • Souza JBO, de Seixas JM. Class-modular multi-layer perceptron networks for supporting passive sonar signal classification. IET Radar Sonar Navi 2016; 10(2): 311-17.
    • (2016) IET Radar Sonar Navi , vol.10 , Issue.2 , pp. 311-317
    • Souza, J.1    De Seixas, J.M.2
  • 48
    • 84944516457 scopus 로고    scopus 로고
    • A new deep neural network based on a stack of single-hidden-layer feedforward neural networks with randomly fixed hidden neurons
    • Hu J, Zhang J, Zhang C, Wang J. A new deep neural network based on a stack of single-hidden-layer feedforward neural networks with randomly fixed hidden neurons. Neurocomputing 2016; 171: 63-72.
    • (2016) Neurocomputing , vol.171 , pp. 63-72
    • Hu, J.1    Zhang, J.2    Zhang, C.3    Wang, J.4
  • 49
    • 84962299152 scopus 로고    scopus 로고
    • Conjugate gradient back-propagation based artificial neural network for real time power quality assessment
    • Khadse CB, Chaudhari MA, Borghate VB. Conjugate gradient back-propagation based artificial neural network for real time power quality assessment. Int J Electrical Power Energy Sys 2016; 82: 197-06.
    • (2016) Int J Electrical Power Energy Sys , vol.82 , pp. 197-206
    • Khadse, C.B.1    Chaudhari, M.A.2    Borghate, V.B.3
  • 50
    • 84929610466 scopus 로고    scopus 로고
    • Feed-forward neural network optimized by hybridization of PSO and ABC for abnormal brain detection
    • Feng C. Feed-forward neural network optimized by hybridization of PSO and ABC for abnormal brain detection. Int J Imag Sys Technol 2015; 25(2): 153-64.
    • (2015) Int J Imag Sys Technol , vol.25 , Issue.2 , pp. 153-164
    • Feng, C.1
  • 51
    • 84958243961 scopus 로고    scopus 로고
    • Molecular Approach to Targeted Therapy for Multiple Sclerosis
    • Sherbet GV. Molecular Approach to Targeted Therapy for Multiple Sclerosis. CNS Neurologl Disord Drug Targ 2016; 15(1): 20-34.
    • (2016) CNS Neurologl Disord Drug Targ , vol.15 , Issue.1 , pp. 20-34
    • Sherbet, G.V.1
  • 52
    • 84959018146 scopus 로고    scopus 로고
    • Image processing methods to elucidate spatial characteristics of retinal microglia after optic nerve transection
    • Zhang Y, Peng B, Wang S, Liang Y-X, Yang J, So K-F, Yuan T-F. Image processing methods to elucidate spatial characteristics of retinal microglia after optic nerve transection. Sci Rep 2016; 6: Article ID: 21816.
    • (2016) Sci Rep , vol.6
    • Zhang, Y.1    Peng, B.2    Wang, S.3    Liang, Y.-X.4    Yang, J.5    So, K.-F.6    Yuan, T.-F.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.