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Detection of Alzheimer's disease and mild cognitive impairment based on structural volumetric MR images using 3D-DWT and WTA-KSVM trained by PSOTVAC.

Y. Zhang, S. Wang, P. Phillips, Z. Dong, G. Ji, и J. Yang. Biomed. Signal Process. Control., (2015)

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Preetha Eapen

Preetha Thulasiraman

Oliver Phillips

Joseph Phillips

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Feed-forward neural network optimized by hybridization of PSO and ABC for abnormal brain detection.S. Wang, Y. Zhang, Z. Dong, S. Du, G. Ji, J. Yan, J. Yang, Q. Wang, C. Feng, и P. Phillips. Int. J. Imaging Syst. Technol., 25 (2): 153-164 (2015)Multiple Sclerosis Detection Based on Biorthogonal Wavelet Transform, RBF Kernel Principal Component Analysis, and Logistic Regression.S. Wang, T. Zhan, Y. Chen, Y. Zhang, M. Yang, H. Lu, H. Wang, B. Liu, и P. Phillips. IEEE Access, (2016)Pathological Brain DetectionS. Wang, Y. Zhang, Z. Dong, и P. Phillips. Springer, (2018)Leaf Recognition for Plant Classification Based on Wavelet Entropy and Back Propagation Neural Network.M. Yang, P. Phillips, S. Wang, и Y. Zhang. ICIRA (3), том 10464 из Lecture Notes in Computer Science, стр. 367-376. Springer, (2017)Smart detection on abnormal breasts in digital mammography based on contrast-limited adaptive histogram equalization and chaotic adaptive real-coded biogeography-based optimization.Y. Zhang, X. Wu, S. Lu, H. Wang, P. Phillips, и S. Wang. Simul., 92 (9): 873-885 (2016)Pathological brain detection in MRI scanning via Hu moment invariants and machine learning.Y. Zhang, J. Yang, S. Wang, Z. Dong, и P. Phillips. J. Exp. Theor. Artif. Intell., 29 (2): 299-312 (2017)Multiple Sclerosis Identification Based on Fractional Fourier Entropy and a Modified Jaya Algorithm.S. Wang, H. Cheng, P. Phillips, и Y. Zhang. Entropy, 20 (4): 254 (2018)Detection of Alzheimer's disease and mild cognitive impairment based on structural volumetric MR images using 3D-DWT and WTA-KSVM trained by PSOTVAC.Y. Zhang, S. Wang, P. Phillips, Z. Dong, G. Ji, и J. Yang. Biomed. Signal Process. Control., (2015)Comparison of machine learning methods for stationary wavelet entropy-based multiple sclerosis detection: decision tree, k-nearest neighbors, and support vector machine.Y. Zhang, S. Lu, X. Zhou, M. Yang, L. Wu, B. Liu, P. Phillips, и S. Wang. Simul., 92 (9): 861-871 (2016)Fruit classification by HPA-SLFN.S. Lu, Z. Lu, P. Phillips, S. Wang, J. Wu, и Y. Zhang. WCSP, стр. 1-5. IEEE, (2016)

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