Breast cancer detection in thermal images using extreme learning machine

Author:

Abo El-Soud Mohamed W.12,Eltoukhy Mohamed Meselhy34

Affiliation:

1. Department of Computer Science and Information, College of Science, Majmaah University, Zulfi, Saudi Arabia

2. Department of Information System, Faculty of Computers and Informatics, Suez Canal University, Ismailia, Egypt

3. Faculty of Computing and Information Technology, Khulais, University of Jeddah, Saudi Arabia

4. Department of Computer Science, Faculty of Computers and Informatics, Suez Canal University, Ismailia, Egypt

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

Reference24 articles.

1. Gaber T. , Ismail G. , Anter A. , Soliman M. , Ali M. , Semary N. , Hassanien A.E. , Snasel V. and Thermogram August. , August. Thermogram breast cancer prediction approach based on Neutrosophic sets and fuzzy c-means algorithm. In 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), (2015), pp. 4254-4257. IEEE.

2. A statistical based feature extraction method for breast cancer diagnosis in digital mammogram using multiresolution representation;Eltoukhy;Comput Biol Med,2012

3. A comparison of wavelet and curvelet for breast cancer diagnosis in digital mammogram;Eltoukhy;Comput Biol Med,2010

4. Computer aided detection of mammographic mass using exact Gaussian–Hermite moments;Eltoukhy;J of Ambient Intelligence and Humanized Computing,2018

5. Eltoukhy M.M. and Faye I. , An adaptive threshold method for mass detection in mammographic images. In: 2013 IEEE inter conf on signal and image processing applications (ICSIPA), (2013), pp. 374–378.

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1. A Review of Feature Selection and HyperparameterOptimization Techniques for Breast Cancer Detection on thermograms Images;2023 IEEE 6th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications (CloudTech);2023-11-21

2. Performance Improvement of Breast Cancer Diagnosis Using Artificial Intelligence and Image Processing Techniques;Proceedings of the 9th International Conference on Advanced Intelligent Systems and Informatics 2023;2023

3. BreastCNN: A Novel Layer-based Convolutional Neural Network for Breast Cancer Diagnosis in DMR-Thermogram Images;Applied Artificial Intelligence;2022-06-01

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