Area of research
Physiology · Radiology, Nuclear Medicine and Imaging
Research interest
Research interests include Radiomics and Machine Learning in Medical Imaging, Diet and metabolism studies, Gut microbiota and health, and Dietary Effects on Health.
Segmenting Whole-Body MRI and CT for Multiorgan Anatomic Structure Delineation
Automated Detection of Focal Bone Marrow Lesions From MRI: A Multi-center Feasibility Study in Patients with Monoclonal Plasma Cell Disorders
Associations of road traffic noise with adipose tissue depots and hepatic fat content – Results from the German National Cohort (NAKO)
Refining visceral adipose tissue quantification: Influence of sex, age, and BMI on single slice estimation in 3D MRI of the German National Cohort
Radiomics workflow definition & challenges - German priority program 2177 consensus statement on clinically applied radiomics
Performance of different CT enhancement quantification methods as predictors of pancreatic cancer recurrence after upfront surgery
Analysis of volume and topography of adipose tissue in the trunk: Results of MRI of 11,141 participants in the German National Cohort
Test–retest, inter- and intra-rater reproducibility of size measurements of focal bone marrow lesions in MRI in patients with multiple myeloma
Calorie restriction improves metabolic state independently of gut microbiome composition: a randomized dietary intervention trial
Combining Deep Learning and Radiomics for Automated, Objective, Comprehensive Bone Marrow Characterization From Whole-Body MRI
In Vivo Repeatability and Multiscanner Reproducibility of MRI Radiomics Features in Patients With Monoclonal Plasma Cell Disorders
Deep Learning for Automatic Bone Marrow Apparent Diffusion Coefficient Measurements From Whole-Body Magnetic Resonance Imaging in Patients With Multiple Myeloma
Changes in Kidney Fat upon Dietary-Induced Weight Loss
AI-Supported Comprehensive Detection and Quantification of Biomarkers of Subclinical Widespread Diseases at Chest CT for Preventive Medicine
Changes in aortic diameter induced by weight loss: The HELENA trial- whole-body MR imaging in a dietary intervention trial
Adherence and Dietary Composition during Intermittent vs. Continuous Calorie Restriction: Follow-Up Data from a Randomized Controlled Trial in Adults with Overweight or Obesity
Dietary Factors in Relation to Liver Fat Content: A Cross-sectional Study
Changes in Bone Marrow Fat upon Dietary-Induced Weight Loss
Changes in Pancreatic Fat Content Following Diet-Induced Weight Loss
Similar Weight Loss Induces Greater Improvements in Insulin Sensitivity and Liver Function among Individuals with NAFLD Compared to Individuals without NAFLD
Effects of intermittent and continuous calorie restriction on body weight and metabolism over 50 wk: a randomized controlled trial
Anthropometric and blood parameters for the prediction of NAFLD among overweight and obese adults