| # | Title | Journal | Year | Citations |
|---|
| 1 | Secure, privacy-preserving and federated machine learning in medical imaging | Nature Machine Intelligence | 2020 | 473 |
| 2 | Efficient Deep Network Architectures for Fast Chest X-Ray Tuberculosis Screening and Visualization | Scientific Reports | 2019 | 232 |
| 3 | Quantitative MRI and spectroscopy of bone marrow | Journal of Magnetic Resonance Imaging | 2018 | 185 |
| 4 | Bone marrow fat quantification in the presence of trabecular bone: Initial comparison between water‐fat imaging and single‐voxel MRS | Magnetic Resonance in Medicine | 2014 | 127 |
| 5 | Association of hip pain with radiographic evidence of hip osteoarthritis: diagnostic test study | BMJ, The | 2015 | 119 |
| 6 | Dual-energy CT: a phantom comparison of different platforms for abdominal imaging | European Radiology | 2018 | 114 |
| 7 | PET/MR Imaging in the Detection and Characterization of Pulmonary Lesions: Technical and Diagnostic Evaluation in Comparison to PET/CT | Journal of Nuclear Medicine | 2014 | 113 |
| 8 | Non-invasive Measurement of Brown Fat Metabolism Based on Optoacoustic Imaging of Hemoglobin Gradients | Cell Metabolism | 2018 | 105 |
| 9 | Three-dimensional virtual histology enabled through cytoplasm-specific X-ray stain for microscopic and nanoscopic computed tomography | Proceedings of the National Academy of Sciences of the United States of America | 2018 | 85 |
| 10 | In-vivo X-ray Dark-Field Chest Radiography of a Pig | Scientific Reports | 2017 | 83 |
| 11 | Dual-layer spectral computed tomography: Virtual non-contrast in comparison to true non-contrast images | European Journal of Radiology | 2018 | 83 |
| 12 | Assessment of whole spine vertebral bone marrow fat using chemical shift‐encoding based water‐fat MRI | Journal of Magnetic Resonance Imaging | 2015 | 82 |
| 13 | Experimental feasibility of spectral photon-counting computed tomography with two contrast agents for the detection of endoleaks following endovascular aortic repair | European Radiology | 2018 | 79 |
| 14 | Resectability After First-Line FOLFIRINOX in Initially Unresectable Locally Advanced Pancreatic Cancer: A Single-Center Experience | Annals of Surgical Oncology | 2015 | 77 |
| 15 | X-ray dark-field imaging of the human lung—A feasibility study on a deceased body | PLoS ONE | 2018 | 76 |
| 16 | MR-Based Assessment of Bone Marrow Fat in Osteoporosis, Diabetes, and Obesity | Frontiers in Endocrinology | 2016 | 70 |
| 17 | X-ray dark-field chest imaging for detection and quantification of emphysema in patients with chronic obstructive pulmonary disease: a diagnostic accuracy study | The Lancet Digital Health | 2021 | 70 |
| 18 | The complexity of bony malalignment in patellofemoral disorders: femoral and tibial torsion, trochlear dysplasia, TT–TG distance, and frontal mechanical axis correlate with each other | Knee Surgery, Sports Traumatology, Arthroscopy | 2020 | 69 |
| 19 | MR-based assessment of body fat distribution and characteristics | European Journal of Radiology | 2016 | 68 |
| 20 | X-ray-based quantitative osteoporosis imaging at the spine | Osteoporosis International | 2020 | 68 |
| 21 | Association of paraspinal muscle water–fat MRI-based measurements with isometric strength measurements | European Radiology | 2019 | 66 |
| 22 | Validation of bone marrow fat quantification in the presence of trabecular bone using MRI | Journal of Magnetic Resonance Imaging | 2015 | 65 |
| 23 | Anatomical Variation of Age-Related Changes in Vertebral Bone Marrow Composition Using Chemical Shift Encoding-Based Water–Fat Magnetic Resonance Imaging | Frontiers in Endocrinology | 2018 | 65 |
| 24 | Joint Statistical Iterative Material Image Reconstruction for Spectral Computed Tomography Using a Semi-Empirical Forward Model | IEEE Transactions on Medical Imaging | 2018 | 63 |
| 25 | Simultaneous dual-contrast multi-phase liver imaging using spectral photon-counting computed tomography: a proof-of-concept study | European Radiology Experimental | 2017 | 61 |
| 26 | MRI‐Based Quantitative Osteoporosis Imaging at the Spine and Femur | Journal of Magnetic Resonance Imaging | 2021 | 61 |
| 27 | Intensive Care Risk Estimation in COVID-19 Pneumonia Based on Clinical and Imaging Parameters: Experiences from the Munich Cohort | Journal of Clinical Medicine | 2020 | 60 |
| 28 | Bone marrow oedema on MR imaging indicates ARCO stage 3 disease in patients with AVN of the femoral head | European Radiology | 2014 | 58 |
| 29 | Spectral Photon-Counting Computed Tomography (SPCCT): in-vivo single-acquisition multi-phase liver imaging with a dual contrast agent protocol | Scientific Reports | 2019 | 56 |
| 30 | Leveraging GPT-4 for Post Hoc Transformation of Free-text Radiology Reports into Structured Reporting: A Multilingual Feasibility Study | Radiology | 2023 | 56 |
| 31 | A machine learning model for the prediction of survival and tumor subtype in pancreatic ductal adenocarcinoma from preoperative diffusion-weighted imaging | European Radiology Experimental | 2019 | 55 |
| 32 | Accuracy of iodine quantification in dual-layer spectral CT: Influence of iterative reconstruction, patient habitus and tube parameters | European Journal of Radiology | 2018 | 53 |
| 33 | Reporting Guidelines, Review of Methodological Standards, and Challenges Toward Harmonization in Bone Marrow Adiposity Research. Report of the Methodologies Working Group of the International Bone Marrow Adiposity Society | Frontiers in Endocrinology | 2020 | 53 |
| 34 | The need forT2correction on MRS-based vertebral bone marrow fat quantification: implications for bone marrow fat fraction age dependence | NMR in Biomedicine | 2015 | 52 |
| 35 | MR‐detected changes in liver fat, abdominal fat, and vertebral bone marrow fat after a four‐week calorie restriction in obese women | Journal of Magnetic Resonance Imaging | 2015 | 51 |
| 36 | Traumatic instability of the elbow - anatomy, pathomechanisms and presentation on imaging | European Radiology | 2013 | 50 |
| 37 | Correction of phase errors in quantitative water–fat imaging using a monopolar time‐interleaved multi‐echo gradient echo sequence | Magnetic Resonance in Medicine | 2017 | 50 |
| 38 | Multi‐center evaluation of stability and reproducibility of quantitative MRI measures in healthy calf muscles | NMR in Biomedicine | 2019 | 50 |
| 39 | A machine learning algorithm predicts molecular subtypes in pancreatic ductal adenocarcinoma with differential response to gemcitabine-based versus FOLFIRINOX chemotherapy | PLoS ONE | 2019 | 48 |
| 40 | Is multidetector CT-based bone mineral density and quantitative bone microstructure assessment at the spine still feasible using ultra-low tube current and sparse sampling? | European Radiology | 2017 | 47 |
| 41 | Modeling of T2* decay in vertebral bone marrow fat quantification | NMR in Biomedicine | 2015 | 46 |
| 42 | Evaluation of T 1ρ as a potential MR biomarker for liver cirrhosis: Comparison of healthy control subjects and patients with liver cirrhosis | European Journal of Radiology | 2014 | 45 |
| 43 | Discrimination Between Brown and White Adipose Tissue Using a 2-Point Dixon Water–Fat Separation Method in Simultaneous PET/MRI | Journal of Nuclear Medicine | 2015 | 45 |
| 44 | Type 2 diabetes patients have accelerated cartilage matrix degeneration compared to diabetes free controls: data from the Osteoarthritis Initiative | Osteoarthritis and Cartilage | 2018 | 43 |
| 45 | Radical Prostatectomy Without Prior Biopsy Following Multiparametric Magnetic Resonance Imaging and Prostate-specific Membrane Antigen Positron Emission Tomography | European Urology | 2022 | 43 |
| 46 | Ultra Low Dose CT Pulmonary Angiography with Iterative Reconstruction | PLoS ONE | 2016 | 42 |
| 47 | Assessment of Myocardial Infarction and Postinfarction Scar Remodeling With an Elastin-Specific Magnetic Resonance Agent | Circulation: Cardiovascular Imaging | 2014 | 41 |
| 48 | Reduction of the n–6:n–3 long-chain PUFA ratio during pregnancy and lactation on offspring body composition: follow-up results from a randomized controlled trial up to 5 y of age | American Journal of Clinical Nutrition | 2016 | 41 |
| 49 | Highly accurate classification of chest radiographic reports using a deep learning natural language model pre-trained on 3.8 million text reports | Bioinformatics | 2021 | 41 |
| 50 | Differentiating intrapulmonary metastases from different primary tumors via quantitative dual-energy CT based iodine concentration and conventional CT attenuation | European Journal of Radiology | 2019 | 40 |
