Andrew J. Goodwin

According to our database, Andrew J. Goodwin authored at least 10 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Needles in Needle Stacks: Meaningful Clinical Information Buried in Noisy Waveform Data.

Sujay Nagaraj, Andrew J. Goodwin, Dmytro Lopushanskyy, Danny Eytan, Robert W. Greer, Sebastian D. Goodfellow, Azadeh Assadi, Anand Jayarajan, Anna Goldenberg, Mjaye L. Mazwi

CoRR, 2024

2023

Time-Embedded EEG Sequence Learning for Comatose Patients' Prognosis.

Simanto Saha, Raquib-ul Alam, Andrea Samore, Andrew J. Goodwin, Michael Loong-Siong Wong, Alistair Lee McEwan, Collin Anderson

Proceedings of the Computing in Cardiology, 2023

2022

Timing errors and temporal uncertainty in clinical databases - A narrative review.

Andrew J. Goodwin, Danny Eytan, Will Dixon, Sebastian D. Goodfellow, Zakary Doherty, Robert W. Greer, Alistair Lee McEwan, Mark B. Tracy, Peter C. Laussen, Azadeh Assadi, Mjaye Mazwi

Frontiers Digit. Health, 2022

An integration engineering framework for machine learning in healthcare.

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

Frontiers Digit. Health, 2022

2021

Development and implementation of a clinical decision support-based initiative to drive intravenous fluid prescribing.

Michelle C. Spiegel, Annie N. Simpson, Achsah Philip, Carolyn M. Bell, Nandita R. Nadig, Dee W. Ford, Andrew J. Goodwin

Int. J. Medical Informatics, 2021

2020

Differences in Power Spectral Densities and Phase Quantities Due to Processing of EEG Signals.

Raquib-ul Alam, Haifeng Zhao, Andrew J. Goodwin, Omid Kavehei, Alistair Lee McEwan

Sensors, 2020

Rhythm Classification of 12-Lead ECGs Using Deep Neural Networks and Class-Activation Maps for Improved Explainability.

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

Proceedings of the Computing in Cardiology, 2020

2018

Prediction of Cardiac Arrest from Physiological Signals in the Pediatric ICU.

Sana Tonekaboni, Mjaye Mazwi, Peter Laussen, Danny Eytan, Robert Greer, Sebastian D. Goodfellow, Andrew J. Goodwin, Michael Brudno, Anna Goldenberg

Proceedings of the Machine Learning for Healthcare Conference, 2018

Towards Understanding ECG Rhythm Classification Using Convolutional Neural Networks and Attention Mappings.

Sebastian D. Goodfellow, Andrew J. Goodwin, Robert Greer, Peter C. Laussen, Mjaye Mazwi, Danny Eytan

Proceedings of the Machine Learning for Healthcare Conference, 2018

2017

Classification of Atrial Fibrillation Using Multidisciplinary Features and Gradient Boosting.

Andrew J. Goodwin, Sebastian Goodfellow, Danny Eytan, Robert Greer, Mjaye Mazwi, Peter Laussen

Proceedings of the Computing in Cardiology, 2017