Neural network models for biosignal analysis

被引：0

作者：

Cohen, Maurice E. ^{[1
]}

Hudson, Donna L. ^{[1
]}

机构：

[1] Univ Calif San Francisco, San Francisco, CA 93701 USA

来源：

2006 28TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-15 | 2006年

关键词：

nonlinear analysis; neural network modeling; chaos theory; biosignals; symbolic processing;

D O I：

暂无

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

Signal analysis provides important clues for diagnosis of disease in many arenas, particularly in cardiology. While each result may give good diagnostic information, a comprehensive decision model requires the combination of results. In the work described here, a neural network model is used to combine various features obtained through signal analysis. The original model is based on electrocardiogram (ECG analysis). This model is extended in two ways: the neural network model is expanded to include other clinical parameters in addition to the ECG and the method is generalized to include other biosignals.

引用

页码：4595 / +

页数：2

共 50 条

[1] Ensemble hidden Markov models for biosignal analysis
Rezek, I
Roberts, SJ
DSP 2002: 14TH INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING PROCEEDINGS, VOLS 1 AND 2, 2002, : 387 - 391
[2] Neural Network Models of Cardiorhythmograms Analysis
Melnik, O., V
Chelebaeva, Yu. A.
Chelebaev, S., V
2019 8TH MEDITERRANEAN CONFERENCE ON EMBEDDED COMPUTING (MECO), 2019, : 411 - 414
[3] Neural network models for analysis and prediction of raveling
Miradi, M
2004 IEEE CONFERENCE ON CYBERNETICS AND INTELLIGENT SYSTEMS, VOLS 1 AND 2, 2004, : 1226 - 1231
[4] The analysis of artificial neural network data models
Roadknight, CM
Palmer-Brown, D
Mills, GE
ADVANCES IN INTELLIGENT DATA ANALYSIS: REASONING ABOUT DATA, 1997, 1280 : 337 - 346
[5] Issues in Bayesian analysis of neural network models
Muller, P
Insua, DR
NEURAL COMPUTATION, 1998, 10 (03) : 749 - 770
[6] Stability analysis of nonlinear neural network models
Xiong, KQ
ISCAS 96: 1996 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS - CIRCUITS AND SYSTEMS CONNECTING THE WORLD, VOL 4, 1996, : 842 - 845
[7] The analysis and improvement of artificial neural network models
Zhang, B
Zhang, L
1997 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT PROCESSING SYSTEMS, VOLS 1 & 2, 1997, : 7 - 13
[8] Biosignal analysis
Lau, Stephan
Haueisen, Jens
BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, 2016, 61 (06): : 577 - 578
[9] Application of Neural Network models on analysis of prismatic structures
Taysi, N.
SCIENTIFIC RESEARCH AND ESSAYS, 2010, 5 (09): : 978 - 989
[10] Evaluation of neural network models with generalized sensitivity analysis
Harrington, PD
Urbas, A
Wan, CH
ANALYTICAL CHEMISTRY, 2000, 72 (20) : 5004 - 5013

← 1 2 3 4 5 →