Modelling and analysis of active biopotential signals in healthcare. Volume 2 /

Biopotential signals are often used by physicians to measure the activities of organs and tissues in the human body. This book describes the sources and characteristics of different biopotential signals and provides an understanding of how a range of signals can be modelled and analysed. The resulti...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Bajaj, Varunm (Editor ), Sinha, G. R. (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 motor-imagery tasks from EEG signals using the rational dilation wavelet transform / Sachin Taran, Smith K. Khare, Varun Bajaj and G.R. Sinha
  • 2. A deep learning framework for emotion recognition using improved time-frequency image analysis of electroencephalography signals / Kaniska Samanta, Soumya Chatterjee and Rohit Bose
  • 3. Multivariate phase synchrony based on fuzzy statistics : application to PTSD EEG signals / Zahra Ghanbari and Mohammad Hassan Moradi
  • 4. A study of the influence of meditation and music therapy on the vital parameters of the human body through EEG signal analysis : a review / Anurag Shrivastava, Bikesh Kumar Singh and Neelamshobha Nirala
  • 5. Cross-wavelet transform aided focal and non-focal electroencephalography signal classification employing deep feature extraction / Sayanjit Singha Roy, Sudip Modak, Somshubhra Roy and Soumya Chatterjee
  • 6. Local binary pattern based feature extraction and machine learning for epileptic seizure prediction and detection / Abdulhamit Subasi, Turker Tuncer, Sengul Dogan and Dahiru Tanko
  • 7. Increasing the usability of the Devanagari script input based P300 speller / Ghanahshyam B. Kshirsagar and Narendra D. Londhe
  • 8. A comprehensive review of the fabrication and performance evaluation of dry electrodes for long-term ECG monitoring / Yogita Maithani, Bijit Choudhuri, B.R. Mehta and J.P. Singh
  • 9. Effective cardiac health diagnosis using event-driven ECG processing with subband feature extraction and machine learning techniques / Saeed Mian Qaisar and Syed Fawad Hussain
  • 10. Analysis of heart patients using a tree based ensemble model / Dhyan Chandra Yadav and Saurabh Pal
  • 11. Heartbeat classification using parametric and time-frequency methods / Abdulhamit Subasi and Saeed Mian Qaisar
  • 12. Segmentation of ECG waves using LSTM networks / Aboli N. Londhe and Mithilesh Atulkar
  • 13. Deep convolutional neural network based diagnosis of COVID-19 using x-ray images / Vimal K. Shrivastava and Monoj K. Pradhan
  • 14. Otitis media diagnosis model for tympanic membrane images processed in two-stage processing blocks / Erdal Başaran, Zafer Cömert, Yüksel Cȩlik, Ümit Budak and Abdulkasdir şengür
  • 15. Modelling and analysis for active infrared thermography for breast cancer screening / Ravibabu Mulaveesala, Geetika Dua, Vanita Arora and Anshul Sharma
  • 16. Photoacoustic microscopy : fundamentals, instrumentation and applications / Mayanglambam Suheshkumar Singh, Anjali Thomas and Souradip Paul
  • 17. Rigorous performance assessment of computer-aided medical diagnosis and prognosis systems : a biostatistical perspective on data mining / Marjan Mansourian, Hamid Reza Marateb, Mahsa Mansourian, Mohammad Reza Mohebbian, Harald Binder and Miguel Ángel Mañanas.

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