12 citations
2 papers
eess.IV2022★ 12 cited
An untrained deep learning method for reconstructing dynamic magnetic resonance images from accelerated model-based data
Kalina P. Slavkova, Julie C. DiCarlo, Viraj Wadhwa +5
The purpose of this work is to implement physics-based regularization as a stopping condition in tuning an untrained deep neural network for reconstructing MR images from accelerat…
stat.ML2014
Designing Optimal Mortality Risk Prediction Scores that Preserve Clinical Knowledge
Natalia M. Arzeno, Karla A. Lawson, Sarah V. Duzinski +1
Many in-hospital mortality risk prediction scores dichotomize predictive variables to simplify the score calculation. However, hard thresholding in these additive stepwise scores o…