Philip de Chazal

80 papers B 4Misc 2Journal 19Unranked 55

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Comparison of oximetry event desaturation transient area-based methods in predicting cardiovascular disease mortality outcomes. EMBC Siying He, Peter A. Cistulli, Philip de Chazal
2023	—	`conf`	A comparison of cardiovascular disease associations of time-domain oximetry parameters in sleep apnoea cases from the Sleep Heart Health Study. EMBC Philip de Chazal, Kate Sutherland, Kristina Cook, Yu Sun Bin, Siying He, Peter A. Cistulli
2023	—	`conf`	A comparison of hypoxic burden algorithms using three different methods for calculating baseline oxygen saturation for predicting cardiovascular death in the Sleep Heart Health Study. EMBC Siying He, Kristina Cook, Kate Sutherland, Yu Sun Bin, Peter A. Cistulli, Philip de Chazal
2023	J	`jnl`	STREAMLINE: An Automated Machine Learning Pipeline for Biomedicine Applied to Examine the Utility of Photography-Based Phenotypes for OSA Prediction Across International Sleep Centers. CoRR Ryan J. Urbanowicz, Harsh Bandhey, Brendan T. Keenan, Greg Maislin, Sy Hwang, Danielle L. Mowery, Shannon M. Lynch, Diego R. Mazzotti, Fang Han, Qing Yun Li, Thomas Penzel, Sergio Tufik, Lia Bittencourt, Thorarinn Gislason, Philip de Chazal, Bhajan Singh, Nigel McArdle, Ning-Hung Chen, Allan Pack, Richard J. Schwab, Peter A. Cistulli, Ulysses J. Magalang
2021	—	`conf`	A Method for Identifying Ground Truth Labels in Regression Problems using Annotator Precision. EMBC Benjamin Johnston, Philip de Chazal
2021	J	`jnl`	Automatic Classification of OSA related Snoring Signals from Nocturnal Audio Recordings. CoRR Arun Sebastian, Peter A. Cistulli, Gary Cohen, Philip de Chazal
2021	—	`conf`	Predicting Cardiovascular Outcomes Using the Respiratory Event Desaturation Transient Area Derived from Overnight Sleep Studies. EMBC Philip de Chazal, Nadi Sadr, Hasthi Dissanayake, Kristina Cook, Kate Sutherland, Yu Sun Bin, Peter A. Cistulli
2021	—	`conf`	Unsupervised Approach for the Identification of the Predominant Site of Upper Airway Collapse in Obstructive Sleep Apnoea Patients Using Snore Signals. EMBC Arun Sebastian, Peter A. Cistulli, Gary Cohen, Philip de Chazal
2020	—	`conf`	Automated Annotation of Polysomnogram Epochs for Apnoea and Non-apnoea Arousals. EMBC Philip de Chazal, Nadi Sadr
2020	—	`conf`	Automatic Nasal PAP Mask Sizing with a Deep Unet. EMBC Benjamin Johnston, Philip de Chazal
2020	—	`conf`	Characterisation of Upper Airway Collapse in OSA Patients Using Snore Signals: A Cluster Analysis Approach. EMBC Arun Sebastian, Peter A. Cistulli, Gary Cohen, Philip de Chazal
2020	—	`conf`	Identifying the Predominant Site of Upper Airway Collapse in Obstructive Sleep Apnoea Patients Using Snore Signals. EMBC Arun Sebastian, Peter A. Cistulli, Gary Cohen, Philip de Chazal
2020	—	`conf`	Is Cumulative Time of Oxygen Desaturation a Better Predictor of Cardiovascular Mortality than Apnoea Hypopnoea Index? EMBC Nadi Sadr, Yu Sun Bin, Kate Sutherland, Kristina Cook, Hasthi Dissanayake, Peter A. Cistulli, Philip de Chazal
2020	—	`conf`	Prediction of Apnoea and Non-apnoea Arousals From the Polysomnogram Using a Neural Network Classifier. CinC Philip de Chazal, John Anda Du, Nadi Sadr
2019	—	`conf`	A Preliminary Study of the Automatic Classification of the Site of Airway Collapse in OSA patients Using Snoring Signals. EMBC Arun Sebastian, Peter A. Cistulli, Gary Cohen, Philip de Chazal
2019	—	`conf`	An Investigation of the Relationship between the Apnoea Hypopnoea Index and Apnoea Hypopnoea Duration per Hour. EMBC Philip de Chazal, Nadi Sadr
2019	—	`conf`	Automated Prediction of Sepsis Onset Using Gradient Boosted Decision Trees. CinC John Anda Du, Nadi Sadr, Philip de Chazal
2019	—	`conf`	Automatic PAP Mask Sizing with an Error Correcting Autoencoder. EMBC Benjamin Johnston, Philip de Chazal
2019	—	`conf`	Comparing Different Methods of Hand-crafted HRV, EDR and CPC Features for Sleep Apnoea Detection. EMBC Nadi Sadr, Philip de Chazal
2019	—	`conf`	Non-invasive Diagnosis of Sleep Apnoea Using ECG and Respiratory Bands. EMBC Nadi Sadr, Philip de Chazal
2019	—	`conf`	The Effect of Landmark Variability on Automated PAP Mask Sizing. EMBC Benjamin Johnston, Philip de Chazal
2018	—	`conf`	A Fast Principal Component Analysis Method For Calculating The ECG Derived Respiration. EMBC Nadi Sadr, Philip de Chazal
2018	—	`conf`	A Fully Automated System for Sizing Nasal PAP Masks Using Facial Photographs. EMBC Benjamin Johnston, Philip de Chazal
2018	J	`jnl`	A Fully Automated System for Sizing Nasal PAP Masks Using Facial Photographs. CoRR Benjamin Johnston, Philip de Chazal
2018	J	`jnl`	A review of image-based automatic facial landmark identification techniques. EURASIP J. Image Video Process. Benjamin Johnston, Philip de Chazal
2018	J	`jnl`	Automated Cerebral Emboli Detection Using Adaptive Threshold and Adaptive Neuro-Fuzzy Inference System. IEEE Access Praotasna Sombune, Phongphan Phienphanich, Sutanya Phuechpanpaisal, Sombat Muengtaweepongsa, Anuchit Ruamthanthong, Philip de Chazal, Charturong Tantibundhit
2018	—	`conf`	Automatic Scoring of Non-Apnoea Arousals Using the Polysomnogram. CinC Nadi Sadr, Philip de Chazal
2018	—	`conf`	Optimising the Apnoea Classification Performance of a Neural Network Classifier Processing ECG-Oximetry Signals. EMBC Philip de Chazal, Madhuka Jayawardhana, Nadi Sadr
2018	—	`conf`	Prediction of MAS Therapy Response in Obstructive Sleep Apnoea Patients using Clinical Data. EMBC Madhuka Jayawardhana, Kate Sutherland, Peter A. Cistulli, Philip de Chazal
2017	—	`conf`	Automatic detection of obstructive sleep apnea using facial images. ISBI Asghar Tabatabaei Balaei, Kate Sutherland, Peter A. Cistulli, Philip de Chazal
2017	—	`conf`	Automatic detection of periodontitis using intra-oral images. EMBC Asghar Tabatabaei Balaei, Philip de Chazal, Jörg Eberhard, Henrik Domnisch, Axel Spahr, Kate Ruiz
2017	—	`conf`	Enhanced detection of sleep apnoea using heart-rate, respiration effort and oxygen saturation derived from a photoplethysmography sensor. EMBC Madhuka Jayawardhana, Philip de Chazal
2017	B	`conf`	Regularized training of the extreme learning machine using the conjugate gradient method. IJCNN Philip de Chazal, Mark D. McDonnell
2017	—	`conf`	Screening patients for risk of sleep apnea using facial photographs. EMBC Philip de Chazal, Asghar Tabatabaei Balaei, Hadis Nosrati
2017	J	`jnl`	Semi-Automated Nasal PAP Mask Sizing using Facial Photographs. CoRR Benjamin Johnston, Alistair Lee McEwan, Philip de Chazal
2017	—	`conf`	Semi-automated nasal PAP mask sizing using facial photographs. EMBC Benjamin Johnston, Alistair Lee McEwan, Philip de Chazal
2017	—	`conf`	Sleep apnoea diagnosis using respiratory effort-based signals - a comparative study. EMBC Nadi Sadr, Madhuka Jayawardhana, Philip de Chazal
2016	—	`conf`	A fast approximation method for principal component analysis applied to ECG derived respiration for OSA detection. EMBC Nadi Sadr, Philip de Chazal
2016	—	`conf`	Apnoea-Hypopnoea Index Estimation using Craniofacial Photographic Measurements. CinC Hadis Nosrati, Nadi Sadr, Philip de Chazal
2016	—	`conf`	Comparing ECG Derived Respiratory Signals and Chest Respiratory Signal for the Detection of Obstructive Sleep Apnoea. CinC Nadi Sadr, Philip de Chazal
2016	B	`conf`	Efficient computation of the Levenberg-Marquardt algorithm for feedforward networks with linear outputs. IJCNN Philip de Chazal, Mark D. McDonnell
2016	B	`conf`	On the importance of pair-wise feature correlations for image classification. IJCNN Mark D. McDonnell, Robby G. McKilliam, Philip de Chazal
2016	—	`conf`	Sleep apnoea classification using heart rate variability, ECG derived respiration and cardiopulmonary coupling parameters. EMBC Philip de Chazal, Nadi Sadr
2015	—	`conf`	A comparison of Obstructive Sleep Apnoea Detection using Three Different ECG Derived Respiration Algorithms. CinC Nadi Sadr, Philip de Chazal
2015	Misc	`conf`	A comparison of extreme learning machines and back-propagation trained feed-forward networks processing the mnist database. ICASSP Philip de Chazal, Jonathan Tapson, André van Schaik
2015	—	`conf`	An ECG oximetry system for identifying obstructive and central apnoea events. EMBC Philip de Chazal, Nadi Sadr, Madhuka Jayawardhana
2015	J	`jnl`	Automated detection of sleep apnea in infants: A multi-modal approach. Comput. Biol. Medicine Gregory Cohen, Philip de Chazal
2015	—	`conf`	Reducing False Arrhythmia Alarms in the ICU by Hilbert QRS Detection. CinC Nadi Sadr, Jacqueline Huvanandana, Doan Trang Nguyen, Chandan Kalra, Alistair Lee McEwan, Philip de Chazal
2015	—	`conf`	Sleep apnoea episodes recognition by a committee of ELM classifiers from ECG signal. EMBC Nadi Sadr, Philip de Chazal, André van Schaik, Paul Breen
2015	J	`jnl`	Turn Down That Noise: Synaptic Encoding of Afferent SNR in a Single Spiking Neuron. IEEE Trans. Biomed. Circuits Syst. Saeed Afshar, Libin George, Chetan Singh Thakur, Jonathan Tapson, André van Schaik, Philip de Chazal, Tara Julia Hamilton
2014	—	`conf`	A Multi-modal Approach to Sleep-Wake Classification in Infants using Minimally Invasive Sensors. CinC Gregory Cohen, Philip de Chazal
2014	—	`conf`	An adapting system for heartbeat classification minimising user input. EMBC Philip de Chazal
2014	—	`conf`	Automated Detection of Obstructive Sleep Apnoea by Single-lead ECG through ELM Classification. CinC Nadi Sadr, Philip de Chazal
2014	J	`jnl`	Explicit Computation of Input Weights in Extreme Learning Machines. CoRR Jonathan Tapson, Philip de Chazal, André van Schaik
2014	—	`conf`	Heartbeat Classification System using Adaptive Learning form Selected Beats. CinC Philip de Chazal
2014	J	`jnl`	Learning ELM network weights using linear discriminant analysis. CoRR Philip de Chazal, Jonathan Tapson, André van Schaik
2014	J	`jnl`	Turn Down that Noise: Synaptic Encoding of Afferent SNR in a Single Spiking Neuron. CoRR Saeed Afshar, Libin George, Jonathan Tapson, André van Schaik, Philip de Chazal, Tara Julia Hamilton
2013	—	`conf`	A Switching Feature Extraction System for ECG Heartbeat Classification. CinC Philip de Chazal
2013	—	`conf`	Automated detection of sleep apnea in infants using minimally invasive sensors. EMBC Gregory Cohen, Philip de Chazal
2013	—	`conf`	Detection of Sleep Apnoea in Infants using ECG and Oximetry Signals. CinC Gregory Cohen, Philip de Chazal
2013	—	`conf`	Detection of supraventricular and ventricular ectopic beats using a single lead ECG. EMBC Philip de Chazal
2007	J	`jnl`	Electrocardiogram Based Neonatal Seizure Detection. IEEE Trans. Biomed. Eng. Barry R. Greene, Philip de Chazal, Geraldine B. Boylan, Sean Connolly, Richard B. Reilly
2006	J	`jnl`	A Patient-Adapting Heartbeat Classifier Using ECG Morphology and Heartbeat Interval Features. IEEE Trans. Biomed. Eng. Philip de Chazal, Richard B. Reilly
2006	J	`jnl`	Heart and respiration rate changes in the neonate during electroencephalographic seizure. Medical Biol. Eng. Comput. Barry R. Greene, Philip de Chazal, Geraldine B. Boylan, Richard B. Reilly, Ciara O'Brien, Sean Connolly
2006	—	`conf`	Multi-channel EEG based Neonatal Seizure Detection. EMBC Barry R. Greene, Richard B. Reilly, Geraldine B. Boylan, Philip de Chazal, Sean Connolly
2006	J	`jnl`	Telephony-based voice pathology assessment using automated speech analysis. IEEE Trans. Biomed. Eng. Richard J. Moran, Richard B. Reilly, Philip de Chazal, Peter D. Lacy
2005	J	`jnl`	Automated Processing of Shoeprint Images Based on the Fourier Transform for Use in Forensic Science. IEEE Trans. Pattern Anal. Mach. Intell. Philip de Chazal, John Flynn, Richard B. Reilly
2004	J	`jnl`	Automatic classification of heartbeats using ECG morphology and heartbeat interval features. IEEE Trans. Biomed. Eng. Philip de Chazal, Maria O'Dwyer, Richard B. Reilly
2004	J	`jnl`	Registration of digital retinal images using landmark correspondence by expectation maximization. Image Vis. Comput. Neil Ryan, Conor Heneghan, Philip de Chazal
2003	J	`jnl`	Automated processing of the single-lead electrocardiogram for the detection of obstructive sleep apnoea. IEEE Trans. Biomed. Eng. Philip de Chazal, Conor Heneghan, Elaine Sheridan, Richard B. Reilly, Philip Nolan, Mark J. O'Malley
2003	—	`conf`	Automatic classification of ECG beats using waveform shape and heart beat interval features. ICASSP (2) Philip de Chazal, Richard B. Reilly
2003	—	`conf`	Automatic classification of shoeprints for use in forensic science based on the Fourier transform. ICIP (3) Christophe Huynh, Philip de Chazal, Donal McErlean, Richard B. Reilly, Tom J. Hannigan, Liam M. Fleury
2003	—	`conf`	Identification of voice pathology using automated speech analysis. MAVEBA C. Maguire, Philip de Chazal, Richard B. Reilly, Peter D. Lacy
2003	—	`conf`	Person identification using automatic integration of speech, lip, and face experts. WBMA@MM Niall A. Fox, Ralph Gross, Philip de Chazal, Jeffrey F. Cohn, Richard B. Reilly
2003	—	`conf`	Visual feature analysis for automatic speechreading. AVSP Patricia Scanlon, Richard B. Reilly, Philip de Chazal
2002	—	`conf`	Automatic Sleep Apnoea Detection Using Measures of Amplitude and Heart Rate Variability from the Electrocardiogram. ICPR (1) Philip de Chazal, Richard B. Reilly, Conor Heneghan
2002	—	`conf`	Parametric models and spectral analysis for classification in brain-computer interfaces. DSP Sinead Kelly, D. Burke, Philip de Chazal, Richard Reilly
2002	—	`conf`	Retinal image registration using control points. ISBI Conor Heneghan, P. Maguire, Neil Ryan, Philip de Chazal
2000	B	`conf`	A Comparison of the Use of Different Wavelet Coefficients for the Classification of the Electrocardiogram. ICPR Philip de Chazal, Richard B. Reilly
2000	Misc	`conf`	Classification of the electrocardiogram using selected wavelet coefficients and linear discriminants. ICASSP Philip de Chazal, Richard B. Reilly, Gary McDarby, Branko G. Celler