Abstract
Fronto-Temporal Dementia (FTD) affects the behavior, cognition, and memory retention capacity of the affected people. This study focuses on preprocessing the acquired MRI images and transforming RGB to grayscale image, detection of edge by applying Sobel algorithm, segmenting the image, extraction of features, and feeding to the classifier for classification.
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References
N. Sandhya and Dr. S. Nagarajan, Frontotemporal Dementia—A Supervised Learning Approach, Springer ERCICA 2015 Vol 3, https://doi.org/10.1007/978-981-10-0287-8.
N. Sandhya and Dr. S. Nagarajan, Fronto Temporal Dementia - Supervised and Unsupervised Learning Approaches, International Journal of Control Theory and Applications, Vol 10, Number 16, 2017, ISSN: 0974-5572.
N. Sandhya and Dr. S. Nagarajan, Analysis of Fronto Temporal Dementia Using Texture Features and Artificial Neural Networks, Intelligent Computing and Applications, Springer Advances in Intelligent Systems and Computing, Vol. 632, 978-981-10-5519-5.
Jayashri Joshi and Mrs. A.C. Phadke, Feature Extraction and Texture Classification in MRI, IJCCT, Vol. 2 Issue 2, 3, 4, 2010.
Fukunaga K., Introduction to statistical pattern recognition, 2nd ed. Academic Press; 1990.
Pavilidis T., Structural description and graph grammar., In: Chang SK, Fu KS, editors. Pictorial information systems. Springer Verlag Berlin: 1980. pp. 86–103.
Haralick RM., Statistical and structural approaches to texture, Proc IEEE. 1979;67:786–804.
S.N. Sivanandam and S.N. Deepa, Principle of Soft Computing, Wiley India Edition, Pages 74–83, 1993.
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Sandhya, N., Nagarajan, S. (2019). Identification of Fronto-Temporal Dementia Using Neural Network. In: Bhaskar, M., Dash, S., Das, S., Panigrahi, B. (eds) International Conference on Intelligent Computing and Applications. Advances in Intelligent Systems and Computing, vol 846. Springer, Singapore. https://doi.org/10.1007/978-981-13-2182-5_6
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DOI: https://doi.org/10.1007/978-981-13-2182-5_6
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