| 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 | 126 | 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 | 36 | 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 | 34 | 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 | 31 | 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 | 21 | 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 | 16 | 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 | 16 | 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 | 15 | 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 | 12 | 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 | 10 | 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 | 10 | 2020 |
| Mixture Density Networks for the Indirect Estimation of Reference Intervals T Hepp, J Zierk, M Rauh, M Metzler, S Seitz | 9 | 2022 |
| 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 | 9 | 2019 |
| 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 | 8 | 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 | 5 | 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 | 5 | 2020 |
| 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 | 4 | 2022 |
| 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 | 4 | 2019 |
| 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 | 3 | 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 | 2 | 2021 |
