Efficient algorithms for compression and classification of brain tumor images

Author:

Ghamry Fatma M.,Emara Heba M.,Hagag Ahmed,El-Shafai Walid,El-Banby Ghada M.,Dessouky Moawad I.,El-Fishawy Adel S.,El-Hag Noha A.ORCID,El-Samie Fathi E. Abd

Publisher

Springer Science and Business Media LLC

Subject

Atomic and Molecular Physics, and Optics

Reference49 articles.

1. H. Khan, W. Jue, M. Mushtaq, M. Umer, Brain tumor classification in MRI image using convolutional neural network. Math. Bio. Eng. 17, 6203–6216 (2020)

2. NHS, Nat. Hea. Ser.:Brain Tumours, https://www.nhs.uk/conditions/brain-tumours/ (2020).

3. M. AbdEllah, A. Awad, A. Khalaf, H. Hamed, A review on brain tumor diagnosis from MRI images: practical implications, key achievements, and lessons learned. Magnet. Resonance Imag. 61, 300–318 (2019)

4. T. Logeswari, M. Karnan, An improved implementation of brain tumor detection using segmentation based on hierarchical self-organizing map. Int. J. Comp. 2(4), p591-598 (2010)

5. M. AbdEllah, A. Awad, A. Khalaf, H. Hamed, “Classification of braintumor MRIs using a kernel support vector machine”, 6th Inter. Conf. CCIS. 636, p151-160 (2016)

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