Adam Petrie

Reconstruction of physiological signals using iterative retraining and accumulated averaging of neural network models

Joseph McBride, Adam Sullivan, Henian Xia et al. · Physiological Measurement · 2011 · 29 citations

Real-time Monitoring, Engineering, Machine Learning +26

A neural network model for mortality prediction in ICU

Henian Xia, Brian J. Daley, Adam Petrie et al. · Computing in Cardiology Conference · 2012 · 27 citations

Machine Learning, Mortality Prediction, Life Prediction +16

An empirical study of tests for uniformity in multidimensional data

Adam Petrie, Thomas R. Willemain · Computational Statistics & Data Analysis · 2013 · 18 citations

Engineering, Empirical Study, Data Science +8

Estimating eigenvalues of dynamical systems from time series with applications to predicting cardiac alternans

Adam Petrie, Xiaopeng Zhao · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · 2012 · 14 citations

Engineering, Nonlinear System Identification, Data Science +16