Modelling and analysis of active biopotential signals in healthcare. Volume 1 /

This book looks at analysis and modelling of active biopotential signal processing. It emphasises the real-time challenges in biomedical signal processing that occur due to the complex and non-stationary nature of signals in a variety of applications for analysis, classification and identification o...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Bajaj, Varun (Editor ), Sinha, G. R., 1975- (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Bristol [England] (Temple Circus, Temple Way, Bristol BS1 6HG, UK) : IOP Publishing, [2020]
Colección:IPEM-IOP series in physics and engineering in medicine and biology.
IOP ebooks. 2020 collection.
Temas:
Signal processing.
Biomedical engineering.
Electrodiagnosis > methods.
Signal Processing, Computer-Assisted.
Biomedical Engineering > methods.
TECHNOLOGY & ENGINEERING / Biomedical.
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 1. Classification of schizophrenia patients through empirical wavelet transformation using electroencephalogram signals / Smith K. Khare, Varun Bajaj, Siuly Siuly and G.R. Sinha
  • 2. Fuzzy scale invariant feature transform phase locking value and its application to PTSD EEG data / Zahra Ghanbari and Mohammad H. Moradi
  • 3. Weighted complex network based framework for epilepsy detection from EEG signals / Supriya Supriya, Siuly Siuly, Hua Wang and Yanchun Zhang
  • 4. Epileptic seizure prediction and onset zone localization using intracranial and scalp electroencephalographic and magnetoencephalographic signals / Hamid Reza Marateb, Carolina Migliorelli, Alejandro Bachiller, Tayebe Azimi, Farzad Ziaie Nezhad, Marjan Mansourian, Joan Francesc Alonso, Javier Aparicio, Maria Victoria San Antonio-Arce, Sergio Romero and Miguel Ángel Maänanas
  • 5. Automatic drowsiness detection based on variational non-linear chirp mode decomposition using electroencephalogram signals / Smith K. Khare, Varun Bajaj and G.R. Sinha
  • 6. Noise removal and classification of EEG signals using the Fourier decomposition method / Virender Kumar Mehla, Ashish Kumar, Amit Singhal and Pushpendra Singh
  • 7. Reliable and accurate information extraction from surface electromyographic signals / Hamid Reza Marateb, Mislav Jordanic, Monica Rojas-Martínez, Joan Francesc Alonso, Leidy Yanet Serna, Mehdi Shirzadi, Marjan Nosouhi, Miguel Ángel Maänanas and Kevin C. McGill
  • 8. Classification of physical actions from surface EMG signals using the wavelet packet transform and local binary patterns / Ömer F. Alçin, Ümit Budak, Muzaffer Aslan, Yaman Akbulut, Zafer Cömert, Muhammed H. Akpınar and Abdulkadir Şengür
  • 9. Empirical wavelet transform based classification of surface electromyogram signals for hand movements / Anurag Nishad and Abhay Upadhyay
  • 10. Analysis of the muscular activity pattern of recurring physical action / Ajay Somkuwar and Vandana Somkuwar
  • 11. Cloud-based cardiac health monitoring using event-driven ECG processing and ensemble classification techniques / Saeed M. Qaisar and Abdulhamit Subasi
  • 12. Electrocardiogram beat classification using deep convolutional neural network techniques / Zafer Cömert, Yaman Akbulut, Muhammed H. Akpinar, Ömer F. Alçin, Ümit Budak, Muzaffer Aslan and Abdulkadir Şengür
  • 13. ECG signal watermarking to enhance the security of telecardiology / Siddharth Bhalerao, Irshad A. Ansari and Anil Kumar
  • 14. Statistical measures and analysis in electrocardiogram (ECG) signal processing / Ranjeet Kumar
  • 15. The impact of regional atrophy on Alzheimer's disease and its identification using 3D texture analysis / Shiwangi Mishra and Pritee Khanna.

Ejemplares similares