Publications

(2024) Medbert. de: A comprehensive german bert model for the medical domain, Expert Systems with Applications
(2024) International pharmacy students‘ perceptions towards artificial intelligence in medicine—a multinational, multicentre cross-sectional study, British Journal of Clinical Pharmacology
(2024) Artificial intelligence to analyze magnetic resonance imaging in rheumatology, Joint Bone Spine
(2024) Extracting structured information from unstructured histopathology reports using generative pre-trained transformer 4 (GPT-4), The Journal of Pathology
(2024) Generalist embedding models are better at short-context clinical semantic search than specialized embedding models, arXiv preprint arXiv:2401.01943
(2024) Künstliche Intelligenz in der Radiologie und Strahlentherapie, Die Onkologie
(2024) METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII, Insights into imaging
(2024) LongHealth: A Question Answering Benchmark with Long Clinical Documents, arXiv preprint arXiv:2401.14490
(2024) Einsatzmöglichkeiten von „large language models “in der Onkologie, Die Onkologie
(2024) Is Open-Source There Yet? A Comparative Study on Commercial and Open-Source LLMs in Their Ability to Label Chest X-Ray Reports, arXiv preprint arXiv:2402.12298
(2024) Systematic Review of Large Language Models for Patient Care: Current Applications and Challenges, medRxiv
(2024) Author Correction: A pilot study on the efficacy of GPT-4 in providing orthopedic treatment recommendations from MRI reports, Scientific Reports
(2024) Comparative Analysis of Multimodal Large Language Model Performance on Clinical Vignette Questions, JAMA
(2024) Artificial intelligence and machine learning in axial spondyloarthritis, Current Opinion in Rheumatology
(2024) Comparison of diffusion-weighted MRI and [18F] FDG PET/MRI for treatment monitoring in pediatric Hodgkin and non-Hodgkin lymphoma, European Radiology
(2024) Increased Metabolic Activity of the Thymus and Lymph Nodes in Pediatric Oncology Patients After Coronavirus Disease 2019 Vaccination, Journal of Nuclear Medicine
(2023) System for quantitative diagnosis of COVID-19 associated Pneumonia based on Superpixels with deep learning and chest CT, OBSERVAT{\’O}RIO DE LA ECONOM{\’I}A LATINOAMERICANA
(2023) Can optimized model-based iterative reconstruction improve the contrast of liver lesions in CT?, Acta Radiologica
(2023) What does DALL-E 2 know about radiology?, Journal of Medical Internet Research
(2023) Sex differences in renal cell carcinoma: the importance of body composition, Annals of Surgical Oncology
(2023) Dual center validation of deep learning for automated multi-label segmentation of thoracic anatomy in bedside chest radiographs, Computer Methods and Programs in Biomedicine
(2023) Leveraging GPT-4 for post hoc transformation of free-text radiology reports into structured reporting: a multilingual feasibility study, Radiology
(2023) MedAlpaca–an open-source collection of medical conversational AI models and training data, arXiv preprint arXiv:2304.08247
(2023) Biomedical ethical aspects towards the implementation of artificial intelligence in medical education, Medical science educator
(2023) Beurteilung der Sakroiliitis mittels künstlicher Intelligenz–Fortschritte und Limitationen, Aktuelle Rheumatologie
(2023) ASO Visual Abstract: Sex Differences in Renal Cell Carcinoma: The Importance of Body Composition, Annals of Surgical Oncology
(2023) Medical transformer for multimodal survival prediction in intensive care: integration of imaging and non-imaging data, Scientific Reports
(2023) Medical foundation models are susceptible to targeted misinformation attacks, arXiv preprint arXiv:2309.17007
(2023) Multimodal deep learning for integrating chest radiographs and clinical parameters: a case for transformers, Radiology
(2023) Comparative Analysis of GPT-4Vision, GPT-4 and Open Source LLMs in Clinical Diagnostic Accuracy: A Benchmark Against Human Expertise, medRxiv
(2023) A pilot study on the efficacy of GPT-4 in providing orthopedic treatment recommendations from MRI reports, Scientific Reports
(2023) From Text to Image: Exploring GPT-4Vision’s Potential in Advanced Radiological Analysis across Subspecialties, arXiv preprint arXiv:2311.14777
(2023) Mapping gender and geographic diversity in artificial intelligence research: Editor representation in leading computer science journals, Acta Radiologica Open
(2023) Medical students‘ perceptions towards artificial intelligence in education and practice: A multinational, multicenter cross-sectional study, medRxiv
(2023) From Global Health to Global Warming: Tracing Climate Change Interest during the First Two Years of COVID-19 Using Google Trends Data from the United States, Environments
(2023) Spotlight on the biomedical ethical integration of AI in medical education–Response to:‘An explorative assessment of ChatGPT as an aid in medical education: Use it with caution’, Medical Teacher
(2023) Multimodal Large Language Models are Generalist Medical Image Interpreters, medRxiv
(2023) Ferumoxytol-enhanced MRI in children and young adults: state of the art, American Journal of Roentgenology
(2023) Low-count whole-body PET/MRI restoration: an evaluation of dose reduction spectrum and five state-of-the-art artificial intelligence models, European Journal of Nuclear Medicine and Molecular Imaging
(2023) Measurement of Tumor T2* Relaxation Times after Iron Oxide Nanoparticle Administration, JoVE (Journal of Visualized Experiments)
(2023) A MULTIMODALITY BASED IMAGING APPROACH USING A NOVEL RADIOTRACER,[18F]-PYGAL TO DETECT SENESCENCE IN SMALL AND LARGE ANIMAL MODELS, Osteoarthritis Imaging
(2023) Tyrosine kinase inhibitor therapy in pediatric sarcoma: Prognostic implications of pulmonary metastatic cavitation, Pediatric Blood & Cancer
(2023) Sex-specific diagnostic efficacy of MRI in axial spondyloarthritis: challenging the ‘One Size Fits All’notion, RMD open
(2022) Deep learning for accurately recognizing common causes of shoulder pain on radiographs, Skeletal Radiology
(2022) Do submillisievert-chest CT protocols impact diagnostic quality in suspected COVID-19 patients?, Acta Radiologica Open
(2022) Editorial for „An Unsupervised Deep Learning Approach for Dynamic-Exponential Intravoxel Incoherent Motion MRI Modeling and Parameter Estimation in the Liver“., Journal of Magnetic Resonance Imaging: JMRI
(2022) Benchmarking deep learning models for tooth structure segmentation, Journal of dental research
(2022) Prostate158-An expert-annotated 3T MRI dataset and algorithm for prostate cancer detection, Computers in Biology and Medicine
(2022) Deep learning detects changes indicative of axial spondyloarthritis at MRI of sacroiliac joints, Radiology
(2022) Changing the Patient’s Position: Pitfalls and Benefits for Radiation Dose and Image Quality of Computed Tomography in Polytrauma, Diagnostics
(2022) Two-stage deep learning model for automated segmentation and classification of splenomegaly, Cancers
(2022) Dataset of prostate MRI annotated for anatomical zones and cancer, Data in Brief
(2022) Detection of mandibular fractures on panoramic radiographs using deep learning, Scientific Reports
(2022) Medical Diagnosis with Large Scale Multimodal Transformers: Leveraging Diverse Data for More Accurate Diagnosis, arXiv preprint arXiv:2212.09162
(2022) Analysis of the Performance of an Artificial Intelligence Algorithm for the Detection of Radiographic Sacroiliitis in an Independent Cohort of axSpA Patients Including Both Nr-axSpA and r-axSpA, Arthritis & Rheumatology
(2022) Evaluation of potential tissue heating during percutaneous drill-assisted bone sampling in an in vivo porcine study, Skeletal Radiology
(2022) Perioperative and oncologic outcome in patients treated for renal cell carcinoma with an extended inferior vena cava tumour thrombus level II-IV, Aktuelle Urologie
(2022) Microscopic multifrequency magnetic resonance elastography of ex vivo abdominal aortic aneurysms for extracellular matrix imaging in a mouse model, Acta Biomaterialia
(2022) Editorial for“ An Unsupervised Deep Learning Approach for Dynamic-Exponential Intravoxel Incoherent Motion MRI Modeling and Parameter Estimation in the Liver“., Journal of Magnetic Resonance Imaging: JMRI
(2022) ADAMTS4-specific MR probe to assess aortic aneurysms in vivo using synthetic peptide libraries, Nature Communications
(2022) Iron oxide nanoparticles for visualization of prostate cancer in MRI, Cancers
(2022) Collagen-specific molecular magnetic resonance imaging of prostate cancer, International journal of molecular sciences
(2022) Perioperatives und onkologisches Behandlungsergebnis von Patienten mit Nierenzellkarzinom und Vena-cava Tumorzapfen (Level II? IV), Aktuelle Urologie
(2021) CT-based quantification of short-term tissue shrinkage following hepatic microwave ablation in an in vivo porcine liver model, Acta Radiologica
(2021) 3D U-Net for segmentation of COVID-19 associated pulmonary infiltrates using transfer learning: State-of-the-art results on affordable hardware, arXiv preprint arXiv:2101.09976
(2021) Improving CT accuracy in the diagnosis of COVID-19 in a hospital setting, Clinical imaging
(2021) Diagnostic performance of dynamic volume perfusion CT for differentiation of head and neck cancer from healthy tissue and post-therapeutic changes, Clinical Hemorheology and Microcirculation
(2021) Deep-learning-based diagnosis of bedside chest X-ray in intensive care and emergency medicine, Investigative Radiology
(2021) Deep learning for detection of radiographic sacroiliitis: achieving expert-level performance, Arthritis Research & Therapy
(2021) De novo radiomics approach using image augmentation and features from T1 mapping to predict Gleason scores in prostate cancer, Investigative Radiology
(2021) Computed Tomography Imaging in Simulated Ongoing Cardiopulmonary Resuscitation: No Need to Switch Off the Chest Compression Device during Image Acquisition, Diagnostics
(2021) Perivascular vital cells in the ablation center after multibipolar radiofrequency ablation in an in vivo porcine model, Scientific Reports
(2021) Detection of radiographic sacroiliitis with an artificial neural network in patients with suspicion of axial spondyloarthritis, Rheumatology
(2021) CT diagnostics of pulmonary embolism: Does iodine delivery rate still affect image quality in iterative reconstruction?, Clinical Hemorheology and Microcirculation
(2021) Dreidimensionale Untersuchung der vaskulären Kühleffekte bei der hepatischen Mikrowellenablation in einem standardisierten Ex-vivo-Modell, Zeitschrift f{\“u}r Gastroenterologie
(2021) Evaluation of a deep learning algorithm for automated spleen segmentation in patients with conditions directly or indirectly affecting the spleen, Tomography
(2021) Acknowledgment to Reviewers of Journal of Clinical Medicine in 2020, J. Clin. Med
(2021) Targeting the extracellular matrix in abdominal aortic aneurysms using molecular imaging insights, International Journal of Molecular Sciences
(2021) Author Correction: Noninvasive imaging of vascular permeability to predict the risk of rupture in abdominal aortic aneurysms using an albumin-binding probe, Scientific Reports
(2021) Effect of doxycycline on survival in abdominal aortic aneurysms in a mouse model, Contrast media & molecular imaging
(2021) Author Correction: Simultaneous molecular MRI of extracellular matrix collagen and inflammatory activity to predict abdominal aortic aneurysm rupture, Scientific Reports
(2021) Simultaneous molecular MRI of extracellular matrix collagen and inflammatory activity to predict abdominal aortic aneurysm rupture (vol 10, 15206, 2020), SCIENTIFIC REPORTS
(2021) Noninvasive imaging of vascular permeability to predict the risk of rupture in abdominal aortic aneurysms using an albumin-binding probe (vol 10, 3231, 2020), SCIENTIFIC REPORTS
(2021) Correlation of native liver parenchyma T1 and T2 relaxation times and liver synthetic function tests: a pilot study, Diagnostics
(2021) Assessment of Albumin ECM Accumulation and Inflammation as Novel In Vivo Diagnostic Targets for Multi-Target MR Imaging, Biology
(2021) Visualization and quantification of the extracellular matrix in prostate cancer using an elastin specific molecular probe, Biology
(2021) Value of susceptibility-weighted imaging for the assessment of angle measurements reflecting hip morphology (vol 10, 20899, 2021), SCIENTIFIC REPORTS
(2020) Quantitative 3D assessment of 68Ga-DOTATOC PET/MRI with diffusion-weighted imaging to assess imaging markers for gastroenteropancreatic neuroendocrine tumors: preliminary results, Journal of Nuclear Medicine
(2020) Exploring patterns of Dynamic Size changes of Lesions after Hepatic Microwave Ablation in an In Vivo porcine Model, Scientific Reports
(2020) Subregion radiomics analysis to display necrosis after hepatic microwave ablation—a proof of concept study, Investigative Radiology
(2020) Comparing Different Deep Learning Architectures for Classification of Chest Radiographs, Scientific Reports
(2020) Immediate post-interventional contrast-enhanced computed tomography overestimates hepatic microwave ablation–an in vivo animal study, International Journal of Hyperthermia
(2020) Multiparametric assessment of changes in renal tissue after kidney transplantation with quantitative MR relaxometry and diffusion-tensor imaging at 3 T, Journal of Clinical Medicine
(2020) The role of visceral adiposity in the severity of COVID-19: Highlights from a unicenter cross-sectional pilot study in Germany, Metabolism
(2020) Highly accurate classification of chest radiographic reports using a deep learning natural language model pre-trained on 3.8 million text reports, Bioinformatics
(2020) Influence of interapplicator distance on multibipolar radiofrequency ablation during physiological and interrupted liver perfusion in an in vivo porcine model, Scientific Reports
(2020) Is lung density associated with severity of COVID-19?, Polish journal of radiology
(2020) Native T1 mapping for assessment of the perilesional zone in metastases and benign lesions of the liver, Scientific Reports
(2020) Development and validation of an artificial intelligence approach for the detection of radiographic sacroiliitis, medRxiv
(2020) Noninvasive imaging of vascular permeability to predict the risk of rupture in abdominal aortic aneurysms using an albumin-binding probe, Scientific reports
(2020) Simultaneous molecular MRI of extracellular matrix collagen and inflammatory activity to predict abdominal aortic aneurysm rupture, Scientific Reports
(2020) Native T1 mapping magnetic resonance imaging as a quantitative biomarker for characterization of the extracellular matrix in a rabbit hepatic cancer model, Biomedicines
(2020) Intracellular accumulation capacity of gadoxetate: initial results for a novel biomarker of liver function, Scientific Reports
(2020) Molecular MR-Imaging for noninvasive quantification of the anti-inflammatory effect of targeting interleukin-1$\beta$ in a mouse model of aortic aneurysm, Molecular Imaging
(2020) Value of susceptibility-weighted imaging for the assessment of angle measurements reflecting hip morphology, Scientific Reports
(2020) Molecular MR imaging of prostate cancer, Biomedicines
(2019) Instant outcome evaluation of microwave ablation with subtraction CT in an in vivo porcine model, Investigative radiology
(2019) Successful CT-Guided Obliteration of Isolated Bile Ducts with Ethylene Vinyl Alcohol Copolymer in a Patient with Chronic Bile Leakage after Hepatectomy., Journal of Vascular and Interventional Radiology: JVIR
(2019) Machine learning analysis of DNA methylation profiles distinguishes primary lung squamous cell carcinomas from head and neck metastases, Science Translational Medicine
(2019) Improved visualization of the necrotic zone after microwave ablation using computed tomography volume perfusion in an in vivo porcine model, Scientific Reports
(2019) Use of quantitative T2 mapping for the assessment of renal cell carcinomas: first results, Cancer Imaging
(2019) Comparison of different 4D CT-Perfusion algorithms to visualize lesions after microwave ablation in an in vivo porcine model, International Journal of Hyperthermia
(2019) Assessment of the extracellular volume fraction for the grading of clear cell renal cell carcinoma: first results and histopathological findings, European radiology
(2019) Native T1 mapping as an in vivo biomarker for the identification of higher-grade renal cell carcinoma: correlation with histopathological findings, Investigative radiology
(2019) Improved visualisation of hepatic metastases in gadoxetate disodium-enhanced MRI: Potential of contrast-optimised (phase-sensitive) inversion recovery imaging, Plos one
(2019) Evaluation of osseous cervical foraminal stenosis in spinal radiculopathy using susceptibility-weighted magnetic resonance imaging, European Radiology
(2019) Differentiation of predominantly osteoblastic and osteolytic spine metastases by using susceptibility-weighted MRI, Radiology
(2019) Concurrent molecular magnetic resonance imaging of inflammatory activity and extracellular matrix degradation for the prediction of aneurysm rupture, Circulation: Cardiovascular Imaging
(2019) MR angiography of the head/neck vascular system in mice on a clinical MRI system, Contrast Media & Molecular Imaging
(2019) Dual-probe molecular MRI for the in vivo characterization of atherosclerosis in a mouse model: Simultaneous assessment of plaque inflammation and extracellular-matrix remodeling, Scientific reports
(2018) Multipolar RFA of the liver: Influence of intrahepatic vessels on ablation zones and appropriateness of CECT in detecting ablation dimensions-Results of an in-vivo porcine liver model, Clinical hemorheology and microcirculation
(2018) Renal cell carcinoma with venous extension: prediction of inferior vena cava wall invasion by MRI, Cancer imaging
(2018) Non-alcoholic fatty liver disease in underweight patients with inflammatory bowel disease: A case-control study, PLoS One
(2018) Feasibility of gadoxetate disodium enhanced 3D T1 MR cholangiography (MRC) with a specific inversion recovery prepulse for the assessment of the hepatobiliary system, Plos one
(2018) Sclerotic bone lesions as a potential imaging biomarker for the diagnosis of tuberous sclerosis complex, Scientific reports
(2018) Assessing venous thrombus in renal cell carcinoma: preliminary results for unenhanced 3D-SSFP MRI, Clinical radiology
(2018) Evaluation of vertebral body fractures using susceptibility-weighted magnetic resonance imaging, European Radiology
(2018) Magnetic resonance imaging in heart failure, including coronary imaging: numbers, facts, and challenges, ESC heart failure
(2018) Contrast-enhanced magnetic resonance angiography using a novel elastin-specific molecular probe in an experimental animal model, Contrast Media & Molecular Imaging
(2018) Quantitative susceptibility mapping across two clinical field strengths: Contrast-to-noise ratio enhancement at 1.5 T, Journal of Magnetic Resonance Imaging
(2018) Methodology for identifying radiation effects in robotic systems with mechanical and control performance variations, IEEE Transactions on Nuclear Science
(2017) Diagnostic performance of susceptibility-weighted magnetic resonance imaging for the detection of calcifications: a systematic review and meta-analysis, Scientific Reports
(2017) Diagnostic accuracy of susceptibility-weighted magnetic resonance imaging for the evaluation of pineal gland calcification, PloS one
(2017) Assessment of intracranial meningioma-associated calcifications using susceptibility-weighted MRI, Journal of Magnetic Resonance Imaging
(2017) Evaluation of sclerosis in Modic changes of the spine using susceptibility-weighted magnetic resonance imaging, European Journal of Radiology
(2017) Treatment effect of mTOR-inhibition on tissue composition of renal angiomyolipomas in tuberous sclerosis complex (TSC), PLoS One
(2017) In vivo high-frequency ultrasound for the characterization of thrombi associated with aortic aneurysms in an experimental mouse model, Ultrasound in Medicine & Biology
(2017) Detection of vessel wall calcifications in vertebral arteries using susceptibility weighted imaging, Neuroradiology
(2017) A highly selective hydantoin inhibitor of aggrecanase-1 and aggrecanase-2 with a low projected human dose, Journal of Medicinal Chemistry