Automatic quality assessment of capacitively-coupled bioimpedance signals for respiratory activity monitoring

[1]  D P Bernstein,et al.  Continuous noninvasive real‐time monitoring of stroke volume and cardiac output by thoracic electrical bioimpedance , 1986, Critical care medicine.

[2]  C. S. Poon,et al.  Evaluation of two noninvasive techniques for exercise ventilatory measurements , 1988, Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[3]  Shing-Hong Liu,et al.  Classification of Photoplethysmographic Signal Quality with Fuzzy Neural Network for Improvement of Stroke Volume Measurement , 2020, Applied Sciences.

[4]  W. Chumlea,et al.  Bioelectric impedance phase angle and body composition. , 1988, The American journal of clinical nutrition.

[5]  Jari Hyttinen,et al.  Assessment of Breathing Parameters during Running with a Wearable Bioimpedance Device , 2009 .

[6]  R. Saatchi,et al.  Respiration rate monitoring methods: A review , 2011, Pediatric pulmonology.

[7]  O. Such,et al.  Motion tolerance in wearable sensors - The challenge of motion artifact , 2007, 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[8]  Shamim Nemati,et al.  Data Fusion for Improved Respiration Rate Estimation , 2010, EURASIP J. Adv. Signal Process..

[9]  Ramon Pallàs-Areny,et al.  HEART RATE DETECTION FROM IMPEDANCE PLETHYSMOGRAPHY BASED ON CONCEALED CAPACITIVE ELECTRODES , 2009 .

[10]  Marti A. Hearst.  Trends & Controversies: Support Vector Machines , 1998, IEEE Intell. Syst..

[11]  Tom Fawcett,et al.  An introduction to ROC analysis , 2006, Pattern Recognit. Lett..

[12]  Lionel Tarassenko,et al.  Assessment of Signal Processing Methods for Measuring the Respiratory Rate in the Neonatal Intensive Care Unit , 2019, IEEE Journal of Biomedical and Health Informatics.

[13]  Octavian Postolache,et al.  Contactless Impedance Cardiography Using Embedded Sensors , 2013 .

[14]  Chris Van Hoof,et al.  Capacitive multi-electrode array with real-time electrode selection for unobtrusive ECG & BIOZ monitoring , 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

[15]  David Isaacson,et al.  Electrical Impedance Tomography , 1999, SIAM Rev..

[16]  Pasi Liljeberg,et al.  A Real-time PPG Quality Assessment Approach for Healthcare Internet-of-Things , 2019, ANT/EDI40.

[17]  W S May,et al.  Respiratory Monitoring , 1986, International anesthesiology clinics.

[18]  Q Li,et al.  Dynamic time warping and machine learning for signal quality assessment of pulsatile signals , 2012, Physiological measurement.

[19]  N. Altman.  An Introduction to Kernel and Nearest-Neighbor Nonparametric Regression , 1992 .

[20]  D. Opitz,et al.  Popular Ensemble Methods: An Empirical Study , 1999, J. Artif. Intell. Res..

[21]  Gongping Yang,et al.  On the Class Imbalance Problem , 2008, 2008 Fourth International Conference on Natural Computation.

[22]  Xiong Yu,et al.  Capacitive Biopotential Measurement for Electrophysiological Signal Acquisition: A Review , 2016, IEEE Sensors Journal.

[23]  Robert Puers,et al.  Physiological Driver Monitoring Using Capacitively Coupled and Radar Sensors , 2019, Applied Sciences.

[24]  N H Lovell,et al.  Signal quality measures for pulse oximetry through waveform morphology analysis , 2011, Physiological measurement.

[25]  David A. Clifton,et al.  Robust estimation of respiratory rate via ECG- and PPG-derived respiratory quality indices , 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

[26]  Wei Yang,et al.  Neighborhood Component Feature Selection for High-Dimensional Data , 2012, J. Comput..

[27]  David A. Clifton,et al.  Signal-Quality Indices for the Electrocardiogram and Photoplethysmogram: Derivation and Applications to Wireless Monitoring , 2015, IEEE Journal of Biomedical and Health Informatics.

[28]  Shing-Hong Liu,et al.  Classification of Photoplethysmographic Signal Quality with Deep Convolution Neural Networks for Accurate Measurement of Cardiac Stroke Volume , 2020, Applied Sciences.

[29]  Ramon Bragós,et al.  Ventilation and Heart Rate Monitoring in Drivers using a Contactless Electrical Bioimpedance System , 2013 .