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What is Feed Forward Network

Chapter 3
Histopathological Image Analysis in Medical Decision Making
A feed forward neural network is an artificial neural network that has connections between the units which do not form a closed cycle.
Published in Chapter:
Medical Image Lossy Compression With LSTM Networks
Nithin Prabhu G. (JSS Science and Technology University, India), Trisiladevi C. Nagavi (JSS Science and Technology University, India), and Mahesha P. (JSS Science and Technology University, India)
Copyright: © 2019 |Pages: 22
DOI: 10.4018/978-1-5225-6316-7.ch003
Abstract
Medical images have a larger size when compared to normal images. There arises a problem in the storage as well as in the transmission of a large number of medical images. Hence, there exists a need for compressing these images to reduce the size as much as possible and also to maintain a better quality. The authors propose a method for lossy image compression of a set of medical images which is based on Recurrent Neural Network (RNN). So, the proposed method produces images of variable compression rates to maintain the quality aspect and to preserve some of the important contents present in these images.
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