Modelling and analysis of active biopotential signals in healthcare. Volume 2 (2020)

• Record Type: Book
• Further Information: Note: Edited by Varun Bajaj, Ganesh R. Sinha.
• Editors: Bajaj, Varun; Sinha, Ganesh R
• Contents: Preface; Acknowledgements; Editor biographies; Contributors; Chapter 1 - Classification of motor-imagery tasks from EEG Signals using the rational dilation wavelet transform; Chapter 2 - A deep learning framework for emotion recognition using improved time-frequency image analysis of electroencephalography signals; Chapter 3 - Multivariate phase synchrony based on fuzzy statistics: application to PTSD EEG signals; Chapter 4 - A study on the influence of meditation and music therapy on the vital parameters of the human body through EEG signal analysis: a review; Chapter 5 - Cross-wavelet transform aided focal and non-focal electroencephalography signal classification employing deep feature extraction Chapter 6 - Local binary pattern based feature extraction and machine learning for epileptic seizure prediction and detectionChapter 7 - Increasing the usability of the Devanagari script input based P300 spellerChapter 8 - A comprehensive review of the fabrication and performance evaluation of dry electrodes for long-term ECG monitoringChapter 9 - Effective cardiac health diagnosis using event-driven ECG processing with subband feature extraction and machine learning techniquesChapter 10 - Analysis of heart patients using a tree based ensemble model; Chapter 11 - Heartbeat classification using parametric and time–frequency methodsChapter 12 - Segmentation of ECG waves using LSTM networks; Chapter 13 - Deep convolutional neural network based diagnosis of COVID-19 using x-ray imagesChapter 14 - Otitis media diagnosis model for tympanic membrane images processed in two-stage processing blocks; Chapter 15 - Modelling and analysis for active infrared thermography for breast cancer screeningChapter 16 - Photoacoustic microscopy: fundamentals, instrumentation and applicationsChapter 17 - Rigorous performance assessment of computer-aided medical diagnosis and prognosis systems: a biostatistical perspective on data mining
• Publisher Details: Bristol : IOP Publishing
• Publication Date: 2020
• Extent: 1 online resource, illustrations (black and white, and colour)
• Subjects: 610.28; Signal processing; Biomedical engineering
• Languages: English
• ISBNs: 9780750334112; 9780750334105
• Related ISBNs: 9780750334099
• Notes: Note: Description based on CIP data; resource not viewed.
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