Tobias Hepp
Tobias Hepp
Department of Medical Informatics, Biometry and Epidemiology, Friedrich-Alexander-Universität Erlangen-Nürnberg
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Cited by
Approaches to regularized regression–a comparison between gradient boosting and the lasso
T Hepp, M Schmid, O Gefeller, E Waldmann, A Mayr
Methods of information in medicine 55 (05), 422-430, 2016
Probing for sparse and fast variable selection with model-based boosting
J Thomas, T Hepp, A Mayr, B Bischl
Computational and mathematical methods in medicine 2017, 2017
An update on statistical boosting in biomedicine
A Mayr, B Hofner, E Waldmann, T Hepp, S Meyer, O Gefeller
Computational and mathematical methods in medicine 2017, 2017
Accuracy and concordance of measurement methods to assess non-adherence after renal transplantation-a prospective study
M Lieb, T Hepp, M Schiffer, M Opgenoorth, Y Erim
BMC nephrology 21 (1), 1-13, 2020
MRI brain signal intensity and relaxation times in individuals with prior exposure to gadobutrol
M Saake, A Schmidle, M Kopp, J Hanspach, T Hepp, FB Laun, AM Nagel, ...
Radiology 290 (3), 659-668, 2019
Interleukin-6 secretion upon acute psychosocial stress as a potential predictor of psychotherapy outcome in posttraumatic stress disorder
C Rhein, T Hepp, O Kraus, K von Majewski, M Lieb, N Rohleder, Y Erim
Journal of Neural Transmission 128 (9), 1301-1310, 2021
Comprehensive assessment of knee joint synovitis at 7 T MRI using contrast-enhanced and non-enhanced sequences
C Treutlein, T Bäuerle, AM Nagel, A Guermazi, A Kleyer, D Simon, ...
BMC musculoskeletal disorders 21 (1), 1-9, 2020
Psychosocial impact of prognostic genetic testing in uveal melanoma patients: a controlled prospective clinical observational study
M Lieb, S Tagay, A Breidenstein, T Hepp, CHD Le Guin, J Scheel, ...
BMC psychology 8 (1), 1-13, 2020
Longitudinal assessment of examiner experience and the accuracy of sonographic fetal weight estimation at term
F Faschingbauer, J Heimrich, E Raabe, S Kehl, M Schneider, M Schmid, ...
Journal of Ultrasound in Medicine 36 (1), 163-174, 2017
mRNA expression of SMPD1 encoding acid sphingomyelinase decreases upon antidepressant treatment
C Rhein, I Zoicas, LM Marx, S Zeitler, T Hepp, C von Zimmermann, ...
International Journal of Molecular Sciences 22 (11), 5700, 2021
Latent class distributional regression for the estimation of non-linear reference limits from contaminated data sources
T Hepp, J Zierk, M Rauh, M Metzler, A Mayr
BMC bioinformatics 21 (1), 1-15, 2020
Significance Tests for Boosted Location and Scale Models with Linear Base-Learners
T Hepp, M Schmid, A Mayr
The international journal of biostatistics 15 (1), 2019
Mixture Density Networks for the Indirect Estimation of Reference Intervals
T Hepp, J Zierk, M Rauh, M Metzler, S Seitz
Adaptive step-length selection in gradient boosting for Gaussian location and scale models
B Zhang, T Hepp, S Greven, E Bergherr
Computational Statistics, 1-38, 2022
Effects of the Covid-19 Restrictions on Supermarket Visits in Germany
T Hepp, P Marquart, C Jauck, O Gefeller
Gesundheitswesen (Bundesverband der Arzte des Offentlichen …, 2021
Influence of Artifact Corrections on MRI Signal Intensity Ratios for Assessment of Gadolinium Brain Retention
M Saake, T Hepp, A Schmidle, W Wuest, R Heiss, A Doerfler, M Uder, ...
Academic radiology 27 (5), 744-749, 2020
Complete Free-breathing Adenosine Stress Cardiac MRI Using Compressed Sensing and Motion Correction: Comparison of Functional Parameters, Perfusion, and Late Enhancement with …
C Treutlein, M Wiesmüller, MS May, R Heiss, T Hepp, M Uder, W Wuest
Radiology: Cardiothoracic Imaging 1 (3), 2019
Apparent Diffusion Coefficient (ADC) Histogram Analysis in Parotid Gland Tumors: Evaluating a Novel Approach for Differentiation between Benign and Malignant Parotid Lesions …
T Hepp, W Wuest, R Heiss, MS May, M Kopp, M Wetzl, C Treutlein, ...
Diagnostics 12 (8), 1860, 2022
Women-only versus mixed-gender groups in multimodal, day clinic treatment of trauma-related disorders
A Philipps, T Hepp, A Silbermann, E Morawa, M Stemmler, Y Erim
Zeitschrift für Psychosomatische Medizin und Psychotherapie 68 (4), 378-396, 2022
Adaptive step-length selection in gradient boosting for generalized additive models for location, scale and shape
B Zhang, T Hepp, S Greven, E Bergherr
arXiv preprint arXiv:2102.09248, 2021
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