Advanced methods in biomedical signal processing and analysis /
Advanced Methods in Biomedical Signal Processing and Analysis presents state-of-the-art methods in biosignal processing, including recurrence quantification analysis, heart rate variability, analysis of the RRI time-series signals, joint time-frequency analyses, wavelet transforms and wavelet packet...
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| Other Authors: | , , , |
| Format: | eBook |
| Language: | English |
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London, United Kingdom ; San Diego, CA, United States ; Cambridge, MA, United States ; Kidlington, Oxford, United Kingdom :
Academic Press, an imprint of Elsevier,
[2023]
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| Online Access: | Connect to the full text of this electronic book |
Table of Contents:
- Feature engineering methods / Anton Popov
- Heart rate variability / B. Dhananjay, B. Arya, N. Prasanna Venkatesh, and J. Sivaraman
- Understanding the suitability of parametric modeling techniques in detecting the changes in the HRV signals acquired from cannabis consuming and nonconsuming Indian paddy-field workers / Suraj K. Nayak, Manoja K. Majhi, Bikash K. Pradhan, Indranil Banerjee, Satyapriya Mohanty, and Kunal Pal
- Patient-specific ECG beat classification using EMD and deep learning-based technique / Jaya Prakash Allam, Saunak Samantray, and Samit Ari
- Empirical wavelet transform and deep learning-based technique for ECG beat classification / Jaya Prakash Allam, Saunak Samantray, and Samit Ari
- Development of an internet of things (IoT)-based pill monitoring device for geriatric patients / Deepak K. Sahu, Bikash K. Pradhan, Slawomir Wilczynski, Arfat Anis, and Kunal Pal
- Biomedical robotics / Sumit Chakravarty
- Combating COVID-19 by employing machine learning predictions and projections / Anvita Gupta Malhotra, Pranjali Borkar, Rashmi Chowdhary, and Sarman Singh
- Deep learning methods for analysis of neural signals: from conventional neural network to graph neural network / Chen Liu, Haider Raza, and Saugat Bhattacharyya
- Improved extraction of the extreme thermal regions of breast IR images / Mahnaz Etehadtavakol, Zahra Emrani, and E.Y.K. Ng
- New metrics to assess the subtle changes of the heart's electromagnetic field / I. Chaikovsky, M. Primin, I. Nedayvoda, A. Kazmirchuk, Yu. Frolov, and M. Boreyko
- The role of optimal and modified lead systems in electrocardiogram / N. Prasanna Venkatesh, B. Arya, B. Dhananjay, and J. Sivaraman
- Adaptive rate EEG processing and machine learning-based efficient recognition of epilepsy / Saeed Mian Qaisar
- Development of a novel low-cost multimodal microscope for food and biological applications / Chavali Ravikanth, Bikash K. Pradhan, Deepti Bharti, Angana Sarkar, Ananya Barui, Preetam Sarkar, Satyapriya Mohanty, and Kunal Pal.