Robert Greer
Robert Greer
The Hospital For Sick Children
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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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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