Mjaye Mazwi
Mjaye Mazwi
Associate Professor, University of Toronto
Vahvistettu sähköpostiosoite verkkotunnuksessa
Hypoplastic left heart syndrome is heritable
RB Hinton, LJ Martin, ME Tabangin, ML Mazwi, LH Cripe, DW Benson
Journal of the American College of Cardiology 50 (16), 1590-1595, 2007
Ethical limitations of algorithmic fairness solutions in health care machine learning
MD McCradden, S Joshi, M Mazwi, JA Anderson
The Lancet Digital Health 2 (5), e221-e223, 2020
Patient safety and quality improvement: Ethical principles for a regulatory approach to bias in healthcare machine learning
MD McCradden, S Joshi, JA Anderson, M Mazwi, A Goldenberg, ...
Journal of the American Medical Informatics Association 27 (12), 2024-2027, 2020
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
Unplanned reinterventions are associated with postoperative mortality in neonates with critical congenital heart disease
ML Mazwi, DW Brown, AC Marshall, FA Pigula, PC Laussen, A Polito, ...
The Journal of thoracic and cardiovascular surgery 145 (3), 671-677, 2013
The role of palliative care in critical congenital heart disease
ML Mazwi, N Henner, R Kirsch
Seminars in Perinatology 41 (2), 128-132, 2017
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
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
Risk factors for cardiac arrest or mechanical circulatory support in children with fulminant myocarditis
JR Casadonte, ML Mazwi, KE Gambetta, HL Palac, ME McBride, ...
Pediatric cardiology 38, 128-134, 2017
Evaluating and reducing cognitive load should be a priority for machine learning in healthcare
DE Ehrmann, SN Gallant, S Nagaraj, SD Goodfellow, D Eytan, ...
Nature Medicine 28 (7), 1331-1333, 2022
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
Associations between unplanned cardiac reinterventions and outcomes after pediatric cardiac operations
JM Costello, MC Mongé, KD Hill, S Kim, SK Pasquali, BA Yerokun, ...
The Annals of Thoracic Surgery 105 (4), 1255-1263, 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
Shunt lesions part I: Patent ductus arteriosus, atrial septal defect, ventricular septal defect, and atrioventricular septal defect
CL Backer, O Eltayeb, MC Mongé, ML Mazwi, JM Costello
Pediatric Critical Care Medicine 17 (8), S302-S309, 2016
Making machine learning matter to clinicians: model actionability in medical decision-making
DE Ehrmann, S Joshi, SD Goodfellow, ML Mazwi, D Eytan
NPJ Digital Medicine 6 (1), 7, 2023
Care of the critically ill neonate with hypoxemic respiratory failure and acute pulmonary hypertension: framework for practice based on consensus opinion of neonatal …
A Jain, RE Giesinger, S Dakshinamurti, Y ElSayed, RP Jankov, DE Weisz, ...
Journal of perinatology 42 (1), 3-13, 2022
Implementing AI in healthcare
E Drysdale, E Dolatabadi, C Chivers, V Liu, S Saria, M Sendak, J Wiens, ...
Vector-SickKids Health AI Deployment Symposium. Toronto, 2019
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
Diagnostic errors in paediatric cardiac intensive care
PN Bhat, JM Costello, R Aiyagari, PJ Sharek, CA Algaze, ML Mazwi, ...
Cardiology in the young 28 (5), 675-682, 2018
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Artikkelit 1–20