Andrew J. Goodwin

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 8

Top Topics

Clinical Decision Support

Atrial Fibrillation

Physiological Signals

Convolutional Neural Networks

Top Venues

Frontiers Digit. Health

Int. J. Medical Informatics

Publications

Simanto Saha, Raquib-ul Alam, Andrea Samore, Andrew J. Goodwin, Michael Loong-Siong Wong, Alistair Lee McEwan, Collin Anderson
Time-Embedded EEG Sequence Learning for Comatose Patients' Prognosis. CinC (2023)
Azadeh Assadi, Peter C. Laussen, Andrew J. Goodwin, Sebastian Goodfellow, Will Dixon, Robert W. Greer, Anusha Jegatheeswaran, Devin Singh, Melissa D. McCradden, Sara N. Gallant, Anna Goldenberg, Danny Eytan, Mjaye L. Mazwi
An integration engineering framework for machine learning in healthcare. Frontiers Digit. Health 4 (2022)
Andrew J. Goodwin, Danny Eytan, Will Dixon, Sebastian D. Goodfellow, Zakary Doherty, Robert W. Greer, Alistair McEwan, Mark Tracy, Peter C. Laussen, Azadeh Assadi, Mjaye Mazwi
Timing errors and temporal uncertainty in clinical databases - A narrative review. Frontiers Digit. Health 4 (2022)
Michelle C. Spiegel, Annie N. Simpson, Achsah Philip, Carolyn M. Bell, Nandita R. Nadig, Dee W. Ford, Andrew J. Goodwin
Development and implementation of a clinical decision support-based initiative to drive intravenous fluid prescribing. Int. J. Medical Informatics 156 (2021)
Sebastian D. Goodfellow, Dmitrii Shubin, Robert W. Greer, Sujay Nagaraj, Carson McLean, Will Dixon, Andrew J. Goodwin, Azadeh Assadi, Anusha Jegatheeswaran, Peter C. Laussen, Mjaye Mazwi, Danny Eytan
Rhythm Classification of 12-Lead ECGs Using Deep Neural Networks and Class-Activation Maps for Improved Explainability. CinC (2020)
Sebastian D. Goodfellow, Andrew J. Goodwin, Robert Greer, Peter C. Laussen, Mjaye Mazwi, Danny Eytan
Towards Understanding ECG Rhythm Classification Using Convolutional Neural Networks and Attention Mappings. MLHC (2018)
Sana Tonekaboni, Mjaye Mazwi, Peter Laussen, Danny Eytan, Robert Greer, Sebastian D. Goodfellow, Andrew J. Goodwin, Michael Brudno, Anna Goldenberg
Prediction of Cardiac Arrest from Physiological Signals in the Pediatric ICU. MLHC (2018)
Andrew J. Goodwin, Sebastian Goodfellow, Danny Eytan, Robert Greer, Mjaye Mazwi, Peter Laussen
Classification of Atrial Fibrillation Using Multidisciplinary Features and Gradient Boosting. CinC (2017)