Hybrid fuzzy logic committee neural networks for recognition of swallow acceleration signals

Computer Methods and Programs in Biomedicine

Volumn 64, Issue 2, 2001, Pages 87-99

  Das, Amitava ^a   Reddy, Narender P ^a   Narayanan, Janardhan ^a  

^a The University of Akron   (United States)

Author keywords

Acceleration; Fuzzy logic committee networks; Swallowing

Indexed keywords

BIOMECHANICS; FUZZY SETS; NEURAL NETWORKS; PATTERN RECOGNITION;

ACCELERATION SIGNALS; AUTOMATED DIAGNOSTIC SYSTEMS; FUZZY LOGIC COMMITTEE NETWORKS;

COMPUTER AIDED DIAGNOSIS;

ARTICLE; ARTIFACT; ARTIFICIAL NEURAL NETWORK; COMPUTER MODEL; DYSPHAGIA; SIGNAL PROCESSING; SWALLOWING;

ACCELERATION; BIOMECHANICS; CASE-CONTROL STUDIES; DEGLUTITION; DEGLUTITION DISORDERS; DIAGNOSIS, COMPUTER-ASSISTED; FUZZY LOGIC; HUMANS; NEURAL NETWORKS (COMPUTER); SOFTWARE; SOFTWARE DESIGN;

EID: 0035255085     PISSN: 01692607     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0169-2607(00)00099-7     Document Type: Article

References (30)

1. Multidisciplinary management of dysphagia
2. Rehabilitation of oropharyngeal swallowing disorders
3. Endoscopic and videoscopic evaluation of swallowing and aspiration
4. Biomechanical measurements to characterize the oral phase of dysphagia
5. Noninvasive acceleration measurements to characterize the pharyngeal phase of swallowing
6. Toward classification of dysphagic patients using biomechanical measurements
7. A fuzzy logic diagnosis system for classification of pharyngeal dysphagia
8. Redundant neural networks for medical diagnosis: Applications to dysphagia diagnosis
9. Committee networks by resampling
10. DeMocracy in neural nets: Voting schemes for classification
11. Combining the results of several neural network classifiers
12. Neural networks in computer-aided diagnosis: Classification of dysphagic patients
13. Optimal ensemble averaging of neural networks
14. The jackknife, the boostrap, and other resampling plans
15. Correlation of acceleration with laryngeal elevation
16. Simultaneous acceleration measurements during videofluorography
17. Fractal analysis of surface EMG signals from the biceps
18. Surface electromyographic characteristics of swallowing in dysphagia secondary to brain stroke
19. Surface EMG measurements at the throat during dry and wet swallowing
20. Electromyography of the pharyngeal musculature: Technical considerations
21. Instrumental procedure for dysphagia diagnosis
22. Electro-glottographic examination of swallowing
23. Use of electro-glottograph for measurement of temporal aspect of swallow: Preliminary observations
24. Computerized biofeedback system for treating dysphagic patients for traditional and teletherapy applications
25. A computerized biofeedback system for treating patients with poor laryngeal elevation
26. Biofeedback therapy using accelerometry for treating dysphagic patients with poor laryngeal elevation: Case studies
27. A cybernetic method of diagnosis and treatment of dysphagia