Certificate in Biosignal Classification in Practice
-- ViewingNowThe Certificate in Biosignal Classification in Practice is a comprehensive course designed to equip learners with critical skills in biosignal classification. This certification is crucial for professionals working in healthcare technology, neuroscience, and biomedical engineering.
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โข Introduction to Biosignal Classification
โข Types of Biosignals: EEG, ECG, EMG, etc.
โข Biosignal Acquisition: hardware, software, and data collection
โข Preprocessing Techniques: filtering, normalization, artifact removal
โข Feature Extraction: time-domain, frequency-domain, and time-frequency domain features
โข Classification Algorithms: decision trees, support vector machines, neural networks, etc.
โข Performance Evaluation: accuracy, sensitivity, specificity, ROC curve, etc.
โข Real-world Applications: medical diagnosis, human-computer interaction, etc.
โข Ethical Considerations in biosignal classification
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