Novel risk-based monitoring solution to the data overload in intensive care medicine. - Michael McManus; Dimitar Baronov; Melvin Almodovar; Peter Laussen; Evan J. Butler (CDC, 2013)

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)

"Usability of data integration and visualization software for multidisciplinary pediatric intensive care: a human factors approach to assessing technology". - Ying Ling Lin; Anne-Marie Guerguerian; Jessica N. Tomasi; Peter Laussen; Patricia Trbovich (BMC Medical Informatics Decis. Mak., 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)

Decision-centered design of a clinical decision support system for acute management of pediatric congenital heart disease. - Azadeh Assadi; Peter C. Laussen; Gabrielle Freire; Marzyeh Ghassemi; Patricia Trbovich (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; 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)