Neural Networks in Healthcare: Potential and Challenges
By Ruhul Sarker

Index

Symbols

12-Lead ECG 64

A

abductive reasoning 85
ABP (see adaptive backpropagation)
ABR (see auditory brainstem response)
ABR hearing test 198
ABR waveform 199
accuracy assessment 95
activation function 3
acute myocardial infarction (AMI) 14
adaptive backpropagation (ABP) 88
adaptive learning algorithm 163
adaptive neuro-fuzzy inference system (ANFIS) 90
adaptive noise cancellation (ANC) 91
adaptive resonance theory (ART) 6
aging 219
aging gait recognition 222
ALGO-I infant hearing screener 200
ALE (see arbitrary lagrangian eulerian)
Alzheimer's disease 181
AMI (see acute myocardial infarction)
analog-to-digital 157
ANC (see adaptive noise cancellation) 91
anesthesia 183
ANFIS (see adaptive neuro-fuzzy inference system)
ANN (see artificial neural network)
apnea 289, 312
arbitrary lagrangian eulerian (ALE) 275
area under the concentration-time curve 239
arrhythmia 14, 88
ART (see adaptive resonance theory) 6
artificial intelligence techniques 1
artificial neural network (ANN) 1, 21, 62, 82, 178
artificial neuron 3
auditory brainstem response (ABR) 196
autoregressive 132
autoregressive moving average 246
average classification rate 122

B

backpropagation 6, 69, 180, 222, 225, 305
backpropagation algorithm 6, 242
backpropagation learning algorithm 85
backpropagation through time 134
balanced classification rate 122
Bayes discriminant analysis 27
Bayesian confidence propagation neural network 242
Bayesian regularization (BR) 8, 222, 225
BB (see biceps brachii)
BCI (brain computer interface)
beat classification 86
beat detection 66, 84, 110
benchmarking 95
biceps brachii (BB) 141
binary support vector machines 123
bio-mimetic impedance control 164
biological neurons 3
biomedical 218
biomedical signal processing 2
biomedicine 2
body surface mapping 74
body surface potential mapping (BSPM) 62,...
Copyright Idea Group Inc. 2006 under license agreement with Books24x7
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