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Robert Greer
Robert Greer
The Hospital For Sick Children
Verified email at sickkids.ca
Title
Cited by
Cited by
Year
Towards understanding ECG rhythm classification using convolutional neural networks and attention mappings
SD Goodfellow, A Goodwin, R Greer, PC Laussen, M Mazwi, D Eytan
Machine learning for healthcare conference, 83-101, 2018
712018
Heart rate and blood pressure centile curves and distributions by age of hospitalized critically ill children
D Eytan, AJ Goodwin, R Greer, AM Guerguerian, PC Laussen
Frontiers in pediatrics 5, 52, 2017
482017
Prediction of cardiac arrest from physiological signals in the pediatric ICU
S Tonekaboni, M Mazwi, P Laussen, D Eytan, R Greer, SD Goodfellow, ...
Machine Learning for Healthcare Conference, 534-550, 2018
332018
A practical approach to storage and retrieval of high-frequency physiological signals
AJ Goodwin, D Eytan, RW Greer, M Mazwi, A Thommandram, ...
Physiological measurement 41 (3), 035008, 2020
322020
Atrial fibrillation classification using step-by-step machine learning
SD Goodfellow, A Goodwin, R Greer, PC Laussen, M Mazwi, D Eytan
Biomedical Physics & Engineering Express 4 (4), 045005, 2018
252018
Distributions and behavior of vital signs in critically ill children by admission diagnosis
D Eytan, AJ Goodwin, R Greer, AM Guerguerian, M Mazwi, PC Laussen
Pediatric Critical Care Medicine 19 (2), 115-124, 2018
202018
Temporal variability in the sampling of vital sign data limits the accuracy of patient state estimation
D Eytan, A Jegatheeswaran, ML Mazwi, A Assadi, AJ Goodwin, RW Greer, ...
Pediatric Critical Care Medicine 20 (7), e333-e341, 2019
142019
Classification of atrial fibrillation using multidisciplinary features and gradient boosting
SD Goodfellow, A Goodwin, R Greer, PC Laussen, M Mazwi, D Eytan
2017 Computing in Cardiology (CinC), 1-4, 2017
142017
Learning unsupervised representations for icu timeseries
A Weatherhead, R Greer, MA Moga, M Mazwi, D Eytan, A Goldenberg, ...
Conference on Health, Inference, and Learning, 152-168, 2022
112022
Remote, real-time monitoring and analysis of vital signs of neonatal graduate infants
R Greer, C Olivier, JE Pugh, JM Eklund, C McGregor
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
102014
How to validate machine learning models prior to deployment: silent trial protocol for evaluation of real-time models at ICU
S Tonekaboni, G Morgenshtern, A Assadi, A Pokhrel, X Huang, ...
Conference on Health, Inference, and Learning, 169-182, 2022
92022
Timing errors and temporal uncertainty in clinical databases—A narrative review
AJ Goodwin, D Eytan, W Dixon, SD Goodfellow, Z Doherty, RW Greer, ...
Frontiers in Digital Health 4, 932599, 2022
82022
Revisiting oxygen dissociation curves and bedside measured arterial saturation in critically ill children
D Eytan, ML Mazwi, AJ Goodwin, SD Goodfellow, A Assadi, RW Greer, ...
Intensive Care Medicine 45, 1832-1834, 2019
82019
Rhythm classification of 12-lead ECGs using deep neural networks and class-activation maps for improved explainability
SD Goodfellow, D Shubin, RW Greer, S Nagaraj, C McLean, W Dixon, ...
2020 Computing in Cardiology, 1-4, 2020
52020
Analyzing continuous physiologic data to find hemodynamic signatures associated with new brain injury after congenital heart surgery
J Nicoll, J Somer, D Eytan, V Chau, D Marini, JM Lim, R Greer, S Aly, ...
Critical Care Explorations 4 (9), e0751, 2022
22022
An integration engineering framework for machine learning in healthcare
A Assadi, PC Laussen, AJ Goodwin, S Goodfellow, W Dixon, RW Greer, ...
Frontiers in Digital Health 4, 932411, 2022
22022
Abstract P-428: high fidelity physiological modelling-it’s about time
A Goodwin, M Mazwi, D Eytan, R Greer, SD Goodfellow, A Assadi, ...
Pediatric Critical Care Medicine 19 (6S), 179, 2018
12018
Artificial intelligence in medicine and the pursuit of environmentally responsible science
M Gaetani, M Mazwi, H Balaci, R Greer, C Maratta
The Lancet Digital Health, 2024
2024
Antenatal diagnosis, neonatal brain volumes, and neurodevelopment in transposition of the great arteries
T Selvanathan, C Mabbott, SH Au‐Young, M Seed, SP Miller, V Chau, ...
Developmental Medicine & Child Neurology, 2024
2024
System and method for processing and storage of a time-series data stream
A Goodwin, R Greer, P Laussen, A Thommandram, M Mazwi
US Patent App. 17/659,195, 2023
2023
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