Classification of Atrial Fibrillation Using Multidisciplinary Features and Gradient Boosting. - Andrew J. Goodwin; Sebastian Goodfellow; Danny Eytan; Robert Greer; Mjaye Mazwi; Peter Laussen (CinC, 2017)

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 (MLHC, 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 (MLHC, 2018)

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 (CinC, 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)

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)

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; et al. (Frontiers Digit. Health, 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)

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 (CinC, 2023)

Needles in Needle Stacks: Meaningful Clinical Information Buried in Noisy Sensor Data. - Sujay Nagaraj; Andrew J. Goodwin; Dmytro Lopushanskyy; Sebastian D. Goodfellow; Danny Eytan; Hadrian Balaci; Robert Greer; Anand Jayarajan; Azadeh Assadi; Mjaye Leslie Mazwi; Anna Goldenberg (MLHC, 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)