Heinrich Roder

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 5

Top Topics

Semi Supervised Learning Algorithms

Acute Myocardial Infarction

Labeled Examples

Top Venues

BMC Medical Informatics Decis. Mak.

Int. J. Medical Informatics

Publications

Thomas W. Campbell, Melissa P. Wilson, Heinrich Roder, Samantha MaWhinney, Robert W. Georgantas III, Laura K. Maguire, Joanna Roder, Kristine M. Erlandson
Predicting prognosis in COVID-19 patients using machine learning and readily available clinical data. Int. J. Medical Informatics 155 (2021)
Thomas W. Campbell, Heinrich Roder, Robert W. Georgantas III, Joanna Roder
Exact Shapley Values for Local and Model-True Explanations of Decision Tree Ensembles. CoRR (2021)
Joanna Roder, Laura Maguire, Robert Georgantas, Heinrich Roder
Explaining multivariate molecular diagnostic tests via Shapley values. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Heinrich Roder, Carlos Oliveira, Lelia Net, Benjamin Linstid, Maxim Tsypin, Joanna Roder
Robust identification of molecular phenotypes using semi-supervised learning. BMC Bioinform. 20 (1) (2019)
Joanna Roder, Carlos Oliveira, Lelia Net, Maxim Tsypin, Benjamin Linstid, Heinrich Roder
A dropout-regularized classifier development approach optimized for precision medicine test discovery from omics data. BMC Bioinform. 20 (1) (2019)