Robert Greer

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 7

Top Topics

Atrial Fibrillation

Machine Learning Models

Individual Features

Top Venues

EuroVis (Short Papers)

Publications

Tim Barford, Jean-Baptiste Lacambre, Robert Greer
Optimizing GNSS Time-Differenced Carrier Phase Measurements for High-Integrity Inertial Navigation + GNSS Sensor Fusion without Ambiguity Resolution. PLANS (2023)
Gabriela Morgenshtern, Arnav Verma, Sana Tonekaboni, Robert Greer, Jürgen Bernard, Mjaye Mazwi, Anna Goldenberg, Fanny Chevalier
RiskFix: Supporting Expert Validation of Predictive Timeseries Models in High-Intensity Settings. EuroVis (Short Papers) (2023)
Sana Tonekaboni, Gabriela Morgenshtern, Azadeh Assadi, Aslesha Pokhrel, Xi Huang, Anand Jayarajan, Robert Greer, Gennady Pekhimenko, Melissa D. McCradden, Mjaye Mazwi, Anna Goldenberg
How to validate Machine Learning Models Prior to Deployment: Silent trial protocol for evaluation of real-time models at ICU. CHIL (2022)
Addison Weatherhead, Robert Greer, Michael-Alice Moga, Mjaye Mazwi, Danny Eytan, Anna Goldenberg, Sana Tonekaboni
Learning Unsupervised Representations for ICU Timeseries. CHIL (2022)
Sebastian D. Goodfellow, Andrew J. Goodwin, Robert Greer, Peter C. Laussen, Mjaye Mazwi, Danny Eytan
Towards Understanding ECG Rhythm Classification Using Convolutional Neural Networks and Attention Mappings. MLHC (2018)
Sana Tonekaboni, Mjaye Mazwi, Peter Laussen, Danny Eytan, Robert Greer, Sebastian D. Goodfellow, Andrew J. Goodwin, Michael Brudno, Anna Goldenberg
Prediction of Cardiac Arrest from Physiological Signals in the Pediatric ICU. MLHC (2018)
Andrew J. Goodwin, Sebastian Goodfellow, Danny Eytan, Robert Greer, Mjaye Mazwi, Peter Laussen
Classification of Atrial Fibrillation Using Multidisciplinary Features and Gradient Boosting. CinC (2017)
Robert Greer, Chris Olivier, James Edward Pugh, J. Mikael Eklund, Carolyn McGregor
Remote, real-time monitoring and analysis of vital signs of neonatal graduate infants. EMBC (2014)