Gari D Clifford

Latest

• Bayesian fusion of physiological measurements using a signal quality extension
• Machine learning and decision support in critical care
• Multimodal heart beat detection using signal quality indices
• A comparison of single channel fetal ECG extraction methods
• Crowd-sourced annotation of ECG signals using contextual information
• Data preprocessing and mortality prediction: the Physionet/CinC 2012 challenge revisited
• R-peak estimation using multimodal lead switching
• A new severity of illness scale using a subset of acute physiology and chronic health evaluation data elements shows comparable predictive accuracy
• A support vector machine approach for reliable detection of atrial fibrillation events
• An echo state neural network for foetal ECG extraction optimised by random search
• Bayesian voting of multiple annotators for improved QT interval estimation
• Improved respiration rate estimation using a Kalman filter and wavelet cross-coherence
• Risk-adjustment of patient subpopulations in the intensive care unit using oasis, a novel severity score
• Pre-processing methods for prognostic models