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)

Using deep networks for scientific discovery in physiological signals. - Tom Beer; Bar Eini-Porat; Sebastian Goodfellow; Danny Eytan; Uri Shalit (MLHC, 2020)

About Explicit Variance Minimization: Training Neural Networks for Medical Imaging With Limited Data Annotations. - Dmitrii Shubin; Danny Eytan; Sebastian D. Goodfellow (CoRR, 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)

Making machine learning matter to clinicians: model actionability in medical decision-making. - Daniel Ehrmann; Shalmali Joshi; Sebastian D. Goodfellow; Mjaye Mazwi; Danny Eytan (npj Digit. Medicine, 2023)

Mine Pit Wall Geological Mapping Using UAV-Based RGB Imaging and Unsupervised Learning. - Peng Yang; Kamran Esmaeili; Sebastian Goodfellow; Juan Carlos Ordóñez Calderón (Remote. Sens., 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)