Michael C. Stevens

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 18

Top Topics

Predictive Control

Vlsi Architecture

Convolutional Neural Networks

Top Venues

IEEE Trans. Biomed. Eng.

Biomed. Signal Process. Control.

Publications

Laurence A. Boss, Nigel H. Lovell, Michael C. Stevens
Evaluating Indices for Non-invasive Myocardial Recovery Assessment in LVAD-Supported Heart Failure Patients. EMBC (2023)
Masoud Fetanat, Michael C. Stevens, Pankaj Jain, Christopher Hayward, Erik Meijering, Nigel H. Lovell
Fully Elman Neural Network: A Novel Deep Recurrent Neural Network Optimized by an Improved Harris Hawks Algorithm for Classification of Pulmonary Arterial Wedge Pressure. CoRR (2023)
Ariyamehr Mohsen Rezaei, Michael C. Stevens, Ahmadreza Argha, Alessandro Mascheroni, Alessandro Puiatti, Nigel H. Lovell
An Unobtrusive Human Activity Recognition System Using Low Resolution Thermal Sensors, Machine and Deep Learning. IEEE Trans. Biomed. Eng. 70 (1) (2023)
Masoud Fetanat, Michael C. Stevens, Pankaj Jain, Christopher Hayward, Erik Meijering, Nigel H. Lovell
Fully Elman Neural Network: A Novel Deep Recurrent Neural Network Optimized by an Improved Harris Hawks Algorithm for Classification of Pulmonary Arterial Wedge Pressure. IEEE Trans. Biomed. Eng. 69 (5) (2022)
Masoud Fetanat, Michael C. Stevens, Christopher Hayward, Nigel H. Lovell
A Sensorless Control System for an Implantable Heart Pump using a Real-time Deep Convolutional Neural Network. CoRR (2021)
Ariyamehr Mohsen Rezaei, Michael C. Stevens, Ahmadreza Argha, Alessandro Mascheroni, Alessandro Puiatti, Nigel H. Lovell
An Unobtrusive Fall Detection System Using Low Resolution Thermal Sensors and Convolutional Neural Networks. EMBC (2021)
Masoud Fetanat, Michael C. Stevens, Christopher Hayward, Nigel H. Lovell
A Sensorless Control System for an Implantable Heart Pump Using a Real-Time Deep Convolutional Neural Network. IEEE Trans. Biomed. Eng. 68 (10) (2021)
Masoud Fetanat, Michael C. Stevens, Christopher Hayward, Nigel H. Lovell
A Physiological Control System for an Implantable Heart Pump That Accommodates for Interpatient and Intrapatient Variations. IEEE Trans. Biomed. Eng. 67 (4) (2020)
Vivian C. A. Koh, Jo P. Pauls, E. L. Wu, Michael C. Stevens, Yong Kuen Ho, Nigel H. Lovell, Einly Lim
evaluation. Biomed. Signal Process. Control. 59 (2020)
Wei Lu, Michael C. Stevens, Changhong Wang, Stephen J. Redmond, Nigel H. Lovell
Smart Triggering of the Barometer in a Fall Detector Using a Semi-Permeable Membrane. IEEE Trans. Biomed. Eng. 67 (1) (2020)
Masoud Fetanat, Michael C. Stevens, Christopher Hayward, Nigel Hamilton Lovell
A Physiological Control System for an Implantable Heart Pump that Accommodates for Interpatient and Intrapatient Variations. CoRR (2019)
Vivian C. A. Koh, Yong Kuen Ho, Michael C. Stevens, Boon Chiang Ng, Robert F. Salamonsen, Nigel H. Lovell, Einly Lim
evaluation. Biomed. Signal Process. Control. 49 (2019)
Boon Chiang Ng, Robert F. Salamonsen, Shaun D. Gregory, Michael C. Stevens, Yi Wu, Mahdi Mansouri, Nigel H. Lovell, Einly Lim
Application of multiobjective neural predictive control to biventricular assistance using dual rotary blood pumps. Biomed. Signal Process. Control. 39 (2018)
Changhong Wang, Wei Lu, Stephen J. Redmond, Michael C. Stevens, Stephen R. Lord, Nigel H. Lovell
A Low-Power Fall Detector Balancing Sensitivity and False Alarm Rate. IEEE J. Biomed. Health Informatics 22 (6) (2018)
Changhong Wang, Stephen James Redmond, Wei Lu, Michael C. Stevens, Stephen R. Lord, Nigel H. Lovell
Selecting Power-Efficient Signal Features for a Low-Power Fall Detector. IEEE Trans. Biomed. Eng. 64 (11) (2017)
Vivian C. A. Koh, Yong Kuen Ho, Michael C. Stevens, Robert F. Salamonsen, Nigel H. Lovell, Einly Lim
Synergy of first principles modelling with predictive control for a biventricular assist device: In silico evaluation study. EMBC (2017)
Michael C. Stevens, Wei Lu, Changhong Wang, Stephen James Redmond, Nigel H. Lovell
A Kalman filter to estimate altitude change during a fall. EMBC (2016)
Wei Lu, Changhong Wang, Michael C. Stevens, Stephen James Redmond, Nigel H. Lovell
Low-power operation of a barometric pressure sensor for use in an automatic fall detector. EMBC (2016)
Jo P. Pauls, Shaun D. Gregory, Michael C. Stevens, Geoff Tansley
In-vitro evaluation of physiological controller response of rotary blood pumps to changes in patient state. EMBC (2014)
Daniel L. Timms, Shaun D. Gregory, Michael C. Stevens, John F. Fraser
Haemodynamic modeling of the cardiovascular system using mock circulation loops to test cardiovascular devices. EMBC (2011)
Shaun D. Gregory, Michael C. Stevens, Daniel L. Timms, Mark J. Pearcy
Replication of the Frank-Starling response in a mock circulation loop. EMBC (2011)