Wavelet K-Means Clustering and Fuzzy-Based Method for Segmenting MRI Images Depicting Parkinson’s Disease

Author:

Huang Yo-PingORCID,Bhalla Kanika,Chu Hung-Chi,Lin Yeong-Ching,Kuo Hung-Chou,Chu Wen-Jang,Lee Jing-Huei

Funder

Ministry of Science and Technology, Taiwan

National Taipei University of Technology and the Chang Gung Memorial Hospital

National Taipei University of Technology International Joint Research Project

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Computational Theory and Mathematics,Theoretical Computer Science,Software

Reference35 articles.

1. Hong, J., Park, B.Y., Lee, M.J., Chung, C.S., Cha, J., Park, H.: Two-step deep neural network for segmentation of deep white matter hyper intensities in migraineurs. Comput. Methods Progr. Biomed. 183(105065), 1–9 (2020)

2. Jin, X., Chen, G., Hou, J., Jiang, Q., Zhou, D., Yao, S.: Multimodal sensor medical image fusion based on nonsubsampled shearlet transform and S-PCNNs in HSV space. Signal Process. 153, 379–395 (2018)

3. Yi, J., Wu, P., Jiang, M., Huang, Q., Hoeppner, D.J., Metaxas, D.N.: Attentive neural cell instance segmentation. Med. Image Anal. 55, 228–240 (2019)

4. Drozdzal, M., Chartrand, G., Vorontsov, E., Shakeri, M., Di Jorio, L., Tang, A., Romero, A., Bengio, Y., Pal, C., Kadoury, S.: Learning normalized inputs for iterative estimation in medical image segmentation. Med. Image Anal. 44, 1–3 (2018)

5. Harris, G.J., Barta, P.E., Peng, L.W., Lee, S., Brettschneider, P.D., Shah, A., Henderer, J.D., Schlaepfer, T.E., Pearlson, G.D.: MR volume segmentation of gray matter and white matter using manual thresholding: dependence on image brightness. Am. J. Neuroradiol. 15(2), 225–230 (1994)

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