The nature of statistical learning theory
The nature of statistical learning theory
Machine Learning
Classification of EEG signals using the wavelet transform
Signal Processing
Neural Computing and Applications
Solving multiclass learning problems via error-correcting output codes
Journal of Artificial Intelligence Research
Feature extraction from Doppler ultrasound signals for automated diagnostic systems
Computers in Biology and Medicine
The wavelet transform, time-frequency localization and signal analysis
IEEE Transactions on Information Theory
Input feature selection for classification problems
IEEE Transactions on Neural Networks
Heart sound classification using wavelet transform and incremental self-organizing map
Digital Signal Processing
Support vector machines for detection of electrocardiographic changes in partial epileptic patients
Engineering Applications of Artificial Intelligence
Features for analysis of electrocardiographic changes in partial epileptic patients
Expert Systems with Applications: An International Journal
Statistics over features of ECG signals
Expert Systems with Applications: An International Journal
Artificial Intelligence in Medicine
Expert Systems with Applications: An International Journal
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Expert Systems with Applications: An International Journal
Fractal QRS-complexes pattern recognition for imperative cardiac arrhythmias
Digital Signal Processing
A multi-stage automatic arrhythmia recognition and classification system
Computers in Biology and Medicine
A low-energy computation platform for data-driven biomedical monitoring algorithms
Proceedings of the 48th Design Automation Conference
Selection of effective features for ECG beat recognition based on nonlinear correlations
Artificial Intelligence in Medicine
The abnormal vs normal ECG classification based on key features and statistical learning
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Automated Screening of Arrhythmia Using Wavelet Based Machine Learning Techniques
Journal of Medical Systems
Sparse Representation-Based Heartbeat Classification Using Independent Component Analysis
Journal of Medical Systems
A comparative study of sampling methods and algorithms for imbalanced time series classification
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
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The paper presents a versatile wavelet domain despeckling technique to visually enhance the medical ultrasound (US) images for improving the clinical diagnosis. The method uses the two-sided generalized Nakagami distribution (GND) for modeling the speckle ...