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Applied Computing in Medicine and Health by Carol Oliver, Conor Mallucci, Abir Hussain, Dhiya Al-Jumeily

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Chapter 7

Recurrent Neural Networks in Medical Data Analysis and Classifications

Haya Al-Askar1, Naeem Radi2,  and Áine MacDermott3     1Salman Bin Abdulaziz University, Department of Computer Science, Saudi Arabia, KSA     2Al Khawarizmi International College, Abu Dhabi, UAE     3Al Dar University College, Dubai, UAEE-mail: sun_2258@hotmail.com, n.radi@khawarizmi.com, ainemacdermott4@googlemail.com

Abstract

This chapter discusses dynamical neural network architectures for the classification of medical data. Various researches have indicated that recurrent neural networks such as the Elman network demonstrated significant improvements when used for pattern recognition in medical time-series data analysis and have obtained high accuracy in the classification ...

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