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Author Details

Danny Eytan
The Hospital for Sick Children
2001
43
15
PMIDPaper TitleJournal TitlePublished Year
36690689Making machine learning matter to clinicians: model actionability in medical decision-making.NPJ Digit Med2023
37669284iCVS-Inferring Cardio-Vascular hidden States from physiological signals available at the bedside.PLoS Comput Biol2023
37555370Development and validation of a multivariable prediction model in pediatric liver transplant patients for predicting intensive care unit length of stay.Paediatr Anaesth2023
37406636The truth Hertz-synchronization of electroencephalogram signals with physiological waveforms recorded in an intensive care unit.Physiol Meas2023
36624254Descriptive characteristics of continuous oximetry measurement in moderate to severe covid-19 patients.Sci Rep2023
36920920Identifying regulation with adversarial surrogates.Proc Natl Acad Sci U S A2023
35239033Acute hemodialysis therapy in neonates with inborn errors of metabolism.Pediatr Nephrol2022
35641825Evaluating and reducing cognitive load should be a priority for machine learning in healthcare.Nat Med2022
35688332Tell me something interesting: Clinical utility of machine learning prediction models in the ICU.J Biomed Inform2022
35990013An integration engineering framework for machine learning in healthcare.Front Digit Health2022
36060541Timing errors and temporal uncertainty in clinical databases-A narrative review.Front Digit Health2022
36082376Analyzing Continuous Physiologic Data to Find Hemodynamic Signatures Associated With New Brain Injury After Congenital Heart Surgery.Crit Care Explor2022
36007520Machine learning to support triage of children at risk for epileptic seizures in the pediatric intensive care unit.Physiol Meas2022
35006378Same baby, different care: variations in practice between neonatologists and pediatric intensivists.Eur J Pediatr2022
33479727Development and validation of a machine learning model predicting illness trajectory and hospital utilization of COVID-19 patients: A nationwide study.J Am Med Inform Assoc2021
34984339Blood Pressure in Critically Ill Children: Exploratory Analyses of Concurrent Invasive and Noninvasive Measurements.Crit Care Explor2021
34151279Hemodynamic Patterns Before Inhospital Cardiac Arrest in Critically Ill Children: An Exploratory Study.Crit Care Explor2021
34055833Comparing COVID-19 and Influenza Presentation and Trajectory.Front Med (Lausanne)2021
32426737Estimation and Tracking of Blood Pressure Using Routinely Acquired Photoplethysmographic Signals and Deep Neural Networks.Crit Care Explor2020
33236563Methylene Blue Administration for Distributive Shock States in Critically Ill Children.Isr Med Assoc J2020
32639461Pediatric Inflammatory Multisystem Syndrome With Central Nervous System Involvement and Hypocomplementemia Following SARS-COV-2 Infection.Pediatr Infect Dis J2020
32131060A practical approach to storage and retrieval of high-frequency physiological signals.Physiol Meas2020
31162373Temporal Variability in the Sampling of Vital Sign Data Limits the Accuracy of Patient State Estimation.Pediatr Crit Care Med2019
31588982Revisiting oxygen dissociation curves and bedside measured arterial saturation in critically ill children.Intensive Care Med2019
29206728Distributions and Behavior of Vital Signs in Critically Ill Children by Admission Diagnosis.Pediatr Crit Care Med2018
29732189VV extracorporeal life support for the Third Millennium: will we need anticoagulation?J Thorac Dis2018
28367430Heart Rate and Blood Pressure Centile Curves and Distributions by Age of Hospitalized Critically Ill Children.Front Pediatr2017
26731319Insights From Multi-Dimensional Physiological Signals to Predict and Prevent Cardiac Arrests.Pediatr Crit Care Med2016
27453817Bedside functional brain imaging in critically-ill children using high-density EEG source modeling and multi-modal sensory stimulation.Neuroimage Clin2016
21519391Neuronal response clamp.Front Neuroeng2011
23908812Representation and learning in neuronal networks: a conceptual nervous system approach.Rambam Maimonides Med J2011
20631187Tradeoffs and constraints on neural representation in networks of cortical neurons.J Neurosci2010
21123579Dynamics of excitability over extended timescales in cultured cortical neurons.J Neurosci2010
21060803A generic framework for real-time multi-channel neuronal signal analysis, telemetry control, and sub-millisecond latency feedback generation.Front Neurosci2010
20925167A teaspoon in the stomach: How do we proceed from here?CJEM2010
19503751On the precarious path of reverse neuro-engineering.Front Comput Neurosci2009
18282084Selective adaptation in networks of heterogeneous populations: model, simulation, and experiment.PLoS Comput Biol2008
19023409Order-based representation in random networks of cortical neurons.PLoS Comput Biol2008
16914671Dynamics and effective topology underlying synchronization in networks of cortical neurons.J Neurosci2006
15581706Learning in ex-vivo developing networks of cortical neurons.Prog Brain Res2005
15084641Dopamine-induced dispersion of correlations between action potentials in networks of cortical neurons.J Neurophysiol2004
14561862Selective adaptation in networks of cortical neurons.J Neurosci2003
11156989Mutational analysis of the Drosophila homothorax gene.Genetics2001
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Collaborators

Mjaye L Mazwi
The Hospital for Sick Children
Co-authored papers 14
Peter C Laussen
Boston Children's Hospital, Harvard Medical School
Co-authored papers 12
Andrew J Goodwin
Medical University of South Carolina
Co-authored papers 10
Robert W Greer
The Hospital for Sick Children
Co-authored papers 9
Anne-Marie Guerguerian
The Hospital for Sick Children, University of Toronto
Co-authored papers 4
Anusha Jegatheeswaran
Hospital for Sick Children, University of Toronto
Co-authored papers 4
Steven M Schwartz
the Hospital for Sick Children
Co-authored papers 2
Sara N Gallant
University of Southern California.
Co-authored papers 2
Cecil D Hahn
The Hospital for Sick Children and University of Toronto
Co-authored papers 2
Azadeh Assadi
Hospital for Sick Children
Co-authored papers 1
Eric T Payne
Alberta Children's Hospital
Co-authored papers 1
Alistair E W Johnson
The Hospital for Sick Children
Co-authored papers 1
Melissa D McCradden
University of Adelaide
Co-authored papers 1
Devin Singh
Hospital for Sick Children
Co-authored papers 1
Anna Goldenberg
University of Toronto
Co-authored papers 1
William Dixon
Hospital for Sick Children
Co-authored papers 1
Sebastian Goodfellow
University of Toronto
Co-authored papers 1
Omri Gottesman
Icahn School of Medicine at Mount Sinai
Co-authored papers 1
Sujay Nagaraj
University of Toronto, The Hospital for Sick Children
Co-authored papers 1
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