August 2015
Intermediate to advanced
366 pages
12h 26m
English
book
Applied Computing in Medicine and Health
by Dhiya Al-Jumeily, Abir Hussain, Conor Mallucci, Carol Oliver
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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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