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)

How to validate Machine Learning Models Prior to Deployment: Silent trial protocol for evaluation of real-time models at ICU. - Sana Tonekaboni; Gabriela Morgenshtern; Azadeh Assadi; Aslesha Pokhrel; Xi Huang; Anand Jayarajan; Robert Greer; Gennady Pekhimenko; Melissa D. McCradden; Mjaye Mazwi; Anna Goldenberg (CHIL, 2022)

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)

iCVS - Inferring Cardio-Vascular hidden States from physiological signals available at the bedside. - Neta Ravid Tannenbaum; Omer Gottesman; Azadeh Assadi; Mjaye Mazwi; Uri Shalit; Danny Eytan (PLoS Comput. Biol., 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)