Joanna Roder

According to our database, Joanna Roder authored at least 6 papers between 2019 and 2021.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2021

Explaining multivariate molecular diagnostic tests via Shapley values.

Joanna Roder, Laura Maguire, Robert Georgantas, Heinrich Roder

BMC Medical Informatics Decis. Mak., 2021

Predicting prognosis in COVID-19 patients using machine learning and readily available clinical data.

Thomas W. Campbell, Melissa P. Wilson, Heinrich Roder, Samantha MaWhinney, Robert W. Georgantas III, Laura K. Maguire, Joanna Roder, Kristine M. Erlandson

Int. J. Medical Informatics, 2021

Exact Shapley Values for Local and Model-True Explanations of Decision Tree Ensembles.

Thomas W. Campbell, Heinrich Roder, Robert W. Georgantas III, Joanna Roder

CoRR, 2021

2019

Improving the power of gene set enrichment analyses.

Joanna Roder, Benjamin Linstid, Carlos Oliveira

BMC Bioinform., December, 2019

A dropout-regularized classifier development approach optimized for precision medicine test discovery from omics data.

Joanna Roder, Carlos Oliveira, Lelia Net, Maxim Tsypin, Benjamin Linstid, Heinrich Roder

BMC Bioinform., 2019

Robust identification of molecular phenotypes using semi-supervised learning.

Heinrich Roder, Carlos Oliveira, Lelia Net, Benjamin Linstid, Maxim Tsypin, Joanna Roder

BMC Bioinform., 2019