New PDF release: Fuzzy Logic in Medicine

By Senén Barro, Roque Marín (auth.), Professor Senén Barro, Professor Roque Marín (eds.)

ISBN-10: 3790818046

ISBN-13: 9783790818048

ISBN-10: 3790824984

ISBN-13: 9783790824988

The publication covers fresh advancements in conception, methodologies and functions of fuzzy common sense in drugs. A consultant and various diversity of unique and cutting edge subject matters are chosen, giving an total point of view of the present country and destiny traits within the box. clinical picture processing, tracking and keep an eye on of anaesthesia, ECG and EEG sign processing are a number of the software issues the e-book addresses. rising methodologies like fuzzy temporal illustration of information or rule acquisition extracted from scientific facts also are defined. unquestionably these new frameworks will expand using fuzzy common sense into varied fields in drugs within the close to future.

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The technique consists of three steps: 1. Remove background, 2. Detection of ultimate eroded points (UEPs), and 3. Dilation from each UEPs according to the intensity and the Euclidean distance. First, the background region is suppressed by using thresholding and noise reduction techniques. Thresholding is to set the voxel whose intensity is less than a threshold to zero. Noise reduction is to eliminate the primitives with small size (the number of voxels < 10 in our experiment) and no connection to other ones.

2. The description of the bifurcation was enough for diagnosis of aneurysms. 3. , angiography, and CT angiography) with MRA. 29 • • • .. • • • •• Figure 10. Experimental results on 2-D images: Raw MRA Images (left) and Segmented blood vessels (right). 30 Figure 11. Experimental results (exam #1). Left images are views from inferior of the head. Right images are views from right of the head. (A: anterior, P: posterior, I: inferior, S: superior, L: left, R: right) 31 The proposed method was also applied to 14 cases.

Two sets of 47 back-propagation neural networks are constructed using different approaches. Both sets of the neural networks consist of an input layer of 37 input nodes and an output layer of one output node. However, the number of the nodes in the hidden layers are different. The first set of the neural networks are constructed using the cascade structure. In this structure, by maximizing the correlation between output of the hidden units and the desired output of the network across the training data, the hidden nodes will be increased by one every training cycle.

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Fuzzy Logic in Medicine by Senén Barro, Roque Marín (auth.), Professor Senén Barro, Professor Roque Marín (eds.)


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