Tobias Hepp

Approaches to Regularized Regression – A Comparison between Gradient Boosting and the Lasso

Matthias Schmid, Olaf Gefeller, Elisabeth Waldmann et al. · Methods of Information in Medicine · 2016 · 143 citations

Computing, Biomedical Sciences, Biostatistics +13

Probing for Sparse and Fast Variable Selection with Model-Based Boosting

Janek Thomas, Tobias Hepp, Andreas Mayr et al. · Computational and Mathematical Methods in Medicine · 2017 · 41 citations · Full text

Computing, Biostatistics, Data Science +16

Complementary role of computed tomography texture analysis for differentiation of pancreatic ductal adenocarcinoma from pancreatic neuroendocrine tumors in the portal-venous enhancement phase

Christian Philipp Reinert, Karolin Baumgartner, Tobias Hepp et al. · Abdominal Radiology · 2020 · 33 citations · Full text

Medicine, Oncology, Radiology +17

Accuracy and concordance of measurement methods to assess non-adherence after renal transplantation - a prospective study

Marietta Lieb, Tobias Hepp, Mario Schiffer et al. · BMC Nephrology · 2020 · 27 citations · Full text

Medicine, Nephrology, Kidney Transplantation +16

mRNA Expression of SMPD1 Encoding Acid Sphingomyelinase Decreases upon Antidepressant Treatment

Cosima Rhein, Iulia Zoicas, Lena M. Marx et al. · International Journal of Molecular Sciences · 2021 · 26 citations · Full text

Life Sciences, Neuroscience, Psychiatry +17