Dr. Thomas Welchowski

Working Group Biostatistics

Email:

Research interests:

• Deep learning
• High dimensional data
• Interpretable machine learning
• Predictive Modelling
• Survival analysis

Publications:

https://orcid.org/0000-0003-2940-647X

Software:

• R-package carSurv, Correlation-Adjusted Regression Survival Scores
• R-package discSurv, Discrete time survival analysis
• R package IADT, Interaction Difference Test for Prediction Models
• R-package kernDeepStackNet, Kernel deep stacking networks

Teaching:

• BIGS Clinical and Population Science
• Medizinische Biometrie und Epidemiologie
• Methods in Life Science and Statistics