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Leitende/r Oberarzt/-ärztin, Institut für Diagnostische und Interventionelle Radiologie und Neuroradiologie
Aktuelle Veranstaltungen
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WiSe 2025
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SoSe 2025
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WiSe 2024
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SoSe 2024
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WiSe 2023
Die folgenden Publikationen sind in der Online-Universitätsbibliographie der Universität Duisburg-Essen verzeichnet. Weitere Informationen finden Sie gegebenenfalls auch auf den persönlichen Webseiten der Person.
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A Transformer-Based Pipeline for German Clinical Document De-IdentificationIn: Applied Clinical Informatics, Jg. 16, 2025, Nr. 01, S. 031 – 043DOI (Open Access)
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A new approach combining a whole-slide foundation model and gradient boosting for predicting BRAF mutation status in dermatopathologyIn: Computational and Structural Biotechnology Journal, Jg. 27, 2025, S. 2503 – 2514DOI (Open Access)
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AI-based body composition analysis of CT data has the potential to predict disease course in patients with multiple myelomaIn: Scientific Reports, Jg. 15, 2025, Nr. 1, 26455DOI (Open Access)
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AI-guided virtual biopsy : Automated differentiation of cerebral gliomas from other benign and malignant MRI findings using deep learningIn: Neuro-Oncology Advances, Jg. 7, 2025, Nr. 1, vdae225DOI, Online Volltext (Open Access)
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An automated information extraction model for unstructured discharge letters using large language models and GPT-4In: Healthcare Analytics, Jg. 7, 2025, 100378DOI (Open Access)
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Artificial Intelligence in Hematopoietic Stem Cell Transplantation Care and Complication ManagementIn: Acta Haematologica, Jg. 148, 2025, Nr. 5, S. 528 – 547
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Automated 3D-Body Composition Analysis as a Predictor of Survival in Patients with Idiopathic Pulmonary FibrosisIn: Journal of Thoracic Imaging, Jg. 40, 2025, Nr. 2, e0803DOI (Open Access)
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Continuous spectroscopic monitoring of urinary catheter output : advancements and clinical implicationsIn: Scientific Reports, Jg. 15, 2025, Nr. 1, 8617DOI (Open Access)
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Correction : Fully volumetric body composition analysis for prognostic overall survival stratification in melanoma patientsIn: Journal of Translational Medicine, Jg. 23, 2025, Nr. 1, 596DOI (Open Access)
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Decoding pan-cancer treatment outcomes using multimodal real-world data and explainable artificial intelligenceIn: Nature Cancer, Jg. 6, 2025, Nr. 2, S. 307 – 322DOI (Open Access)
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Democratizing AI in Healthcare with Open Medical Inference (OMI) : Protocols, Data Exchange, and AI IntegrationIn: RöFo: Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren, 2025, in press
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Evaluating Zero-Shot Foundation Models for Time Series Forecasting in Clinical Settings : A Simulation Study with Electronic Health RecordsIn: Studies in Health Technology and Informatics, Jg. 329, 2025, S. 820 – 824DOI (Open Access)
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Exchange of Quantitative Computed Tomography Assessed Body Composition Data Using Fast Healthcare Interoperability Resources as a Necessary Step Toward Interoperable Integration of Opportunistic Screening Into Clinical Practice : Methodological Development StudyIn: Journal of Medical Internet Research (JMIR), Jg. 27, 2025, e68750DOI (Open Access)
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Exploration of Fully-Automated Body Composition Analysis Using Routine CT-Staging of Lung Cancer Patients for Survival PrognosisIn: Journal of Cachexia, Sarcopenia and Muscle, Jg. 16, 2025, Nr. 4, e70021DOI (Open Access)
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External phantom-based validation of a deep-learning network trained for upscaling of digital low count PET dataIn: EJNMMI Physics, Jg. 12, 2025, Nr. 1, 38DOI (Open Access)
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From BERT to generative AI : Comparing encoder-only vs. large language models in a cohort of lung cancer patients for named entity recognition in unstructured medical reportsIn: Computers in Biology and Medicine, Jg. 195, 2025, 110665DOI (Open Access)
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Fully volumetric body composition analysis for prognostic overall survival stratification in melanoma patientsIn: Journal of Translational Medicine, Jg. 23, 2025, Nr. 1, 532DOI (Open Access)
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Implementierung von künstlicher Intelligenz (KI) im Gesundheitswesen : Historische Entwicklung, aktuelle Technologien und HerausforderungenIn: Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz, Jg. 68, 2025, Nr. 8, S. 845 – 853DOI (Open Access)
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Integrating the Patient Perspective into Healthcare and Real-World Evidence : The Multi-site, Cross-Disease, Patient-Centered Outcomes Research Project in the Medical Informatics Initiative (PCOR-MII)In: Journal of Healthcare Informatics Research, 2025, in pressDOI (Open Access)
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Intelligent surgical drainage : digitizing the analysis of drainage fluid in patients with surgical drainsIn: PLoS ONE, Jg. 20, 2025, Nr. 7, e0325072DOI (Open Access)
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Leveraging Sarcopenia index by automated CT body composition analysis for pan cancer prognostic stratificationIn: npj Digital Medicine, Jg. 8, 2025, Nr. 1, 611DOI (Open Access)
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MedShapeNet : a large-scale dataset of 3D medical shapes for computer visionIn: Biomedical engineering = Biomedizinische Technik, Jg. 70, 2025, Nr. 1, S. 71 – 90DOI, Online Volltext (Open Access)
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Staging of prostate Cancer with ultra-fast PSMA-PET scans enhanced by AIIn: European Journal of Nuclear Medicine and Molecular Imaging, Jg. 52, 2025, Nr. 5, S. 1658 – 1670DOI (Open Access)
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The Impact of Radiation Dose on CT-Based Body Composition Analysis : A Large-Animal StudyIn: Journal of Cachexia, Sarcopenia and Muscle, Jg. 16, 2025, Nr. 1, e13741DOI (Open Access)
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The SmartNTx-study : a prospective, randomized controlled trial to investigate additional interventional telemedical management versus standard aftercare in kidney transplant recipientsIn: Frontiers in Nephrology, Jg. 5, 2025, 1591962DOI (Open Access)
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The ‘Advancing Cardiovascular Risk Identification with Structured Clinical Documentation and Biosignal Derived Phenotypes Synthesis’ project : conceptual design, project planning, and first implementation experiencesIn: European Heart Journal - Digital Health, Jg. 6, 2025, Nr. 5, S. 1084 – 1093DOI (Open Access)
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Using a Diverse Test Suite to Assess Large Language Models on Fast Health Care Interoperability Resources Knowledge : Comparative AnalysisIn: Journal of Medical Internet Research (JMIR), Jg. 27, 2025, e73540DOI (Open Access)
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Why does my medical AI look at pictures of birds? : Exploring the efficacy of transfer learning across domain boundariesIn: Computer Methods and Programs in Biomedicine, Jg. 261, 2025, 108634DOI (Open Access)
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Why implementing machine learning algorithms in the clinic is not a plug-and-play solution : A simulation study of a machine learning algorithm for acute leukaemia subtype diagnosisIn: eBioMedicine, Jg. 111, 2025, 105526DOI (Open Access)
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A Systematic Comparison of Task Adaptation Techniques for Digital HistopathologyIn: Bioengineering, Jg. 11, 2024, Nr. 1, 19DOI (Open Access)
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A proof of concept for microcirculation monitoring using machine learning based hyperspectral imaging in critically ill patients : a monocentric observational studyIn: Critical Care: The Online Intensive Care Journal, Jg. 28, 2024, Nr. 1, 230DOI (Open Access)
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AI as a New Frontier in Contrast Media Research : Bridging the Gap Between Contrast Media Reduction, the Contrast-Free Question and New Application DiscoveriesIn: Investigative Radiology, Jg. 59, 2024, Nr. 2, S. 206 – 213
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AI-Assisted X-ray Fracture Detection in Residency Training : Evaluation in Pediatric and Adult Trauma PatientsIn: Diagnostics, Jg. 14, 2024, Nr. 6, 596DOI, Online Volltext (Open Access)
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AI-based digital histopathology for perihilar cholangiocarcinoma : A step, not a jumpIn: Journal of Pathology Informatics, Jg. 15, 2024, 100345DOI, Online Volltext (Open Access)
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AI-derived body composition parameters as prognostic factors in patients with HCC undergoing TACE in a multicenter studyIn: JHEP Reports, Jg. 6, 2024, Nr. 8, 101125DOI (Open Access)
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Addressing the Contrast Media Recognition Challenge : A Fully Automated Machine Learning Approach for Predicting Contrast Phases in CT ImagingIn: Investigative Radiology, Jg. 59, 2024, Nr. 9, S. 635 – 645
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Albumin-muscle density score predicts overall survival in patients with hepatocellular cancer undergoing treatment with transarterial chemoembolizationIn: Journal of Cancer Research and Clinical Oncology, Jg. 150, 2024, Nr. 12, 515DOI (Open Access)
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BOA : A CT-Based Body and Organ Analysis for Radiologists at the Point of CareIn: Investigative Radiology, Jg. 59, 2024, Nr. 6, S. 433 – 441
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BioKGrapher : Initial evaluation of automated knowledge graph construction from biomedical literatureIn: Computational and Structural Biotechnology Journal, Jg. 24, 2024, S. 639 – 660DOI (Open Access)
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Body composition impacts outcome of bronchoscopic lung volume reduction in patients with severe emphysema : A fully automated CT-based analysisIn: Scientific Reports, Jg. 14, 2024, Nr. 1, 8718DOI, Online Volltext (Open Access)
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CT-based body composition analysis and pulmonary fat attenuation volume as biomarkers to predict overall survival in patients with non-specific interstitial pneumoniaIn: European Radiology Experimental, Jg. 8, 2024, Nr. 1, 114DOI (Open Access)
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Closing the loop for AI-ready radiologyIn: RöFo: Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren, Jg. 196, 2024, Nr. 02, S. 154 – 162DOI (Open Access)
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Early Metabolic Response by PET Predicts Sensitivity to Next-Line Targeted Therapy in EGFR-Mutated Lung Cancer with Unknown Mechanism of Acquired ResistanceIn: Journal of Nuclear Medicine (JNM), Jg. 65, 2024, Nr. 6, S. 851 – 855
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Elexacaftor/tezacaftor/ivacaftor influences body composition in adults with cystic fibrosis : A fully automated CT-based analysisIn: Scientific Reports, Jg. 14, 2024, Nr. 1, 9465DOI, Online Volltext (Open Access)
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Establishing Medical Intelligence - Leveraging Fast Healthcare Interoperability Resources to Improve Clinical Management : Retrospective Cohort and Clinical Implementation StudyIn: Journal of Medical Internet Research (JMIR), Jg. 26, 2024, e55148DOI, Online Volltext (Open Access)
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From admission to discharge : A systematic review of clinical natural language processing along the patient journeyIn: BMC Medical Informatics and Decision Making, Jg. 24, 2024, Nr. 1, 238DOI (Open Access)
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Fully automated MR-based virtual biopsy of primary CNS lymphomasIn: Neuro-Oncology Advances, Jg. 6, 2024, Nr. 1, vdae022DOI (Open Access)
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Fully automatic quantification of pulmonary fat attenuation volume by CT : An exploratory pilot studyIn: European Radiology Experimental, Jg. 8, 2024, Nr. 1, 139DOI (Open Access)
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Impact of imaging biomarkers from body composition analysis on outcome of endovascularly treated acute ischemic stroke patientsIn: Journal of NeuroInterventional Surgery (JNIS), 2024, in pressDOI (Open Access)
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Information extraction from weakly structured radiological reports with natural language queriesIn: European Radiology, Jg. 34, 2024, Nr. 1, S. 330 – 337DOI (Open Access)
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Opportunistic Screening for Low Bone Mineral Density in Adults with Cystic Fibrosis Using Low-Dose Computed Tomography of the Chest with Artificial IntelligenceIn: Journal of Clinical Medicine (JCM), Jg. 13, 2024, Nr. 19, 5961DOI (Open Access)
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Prognostic value of deep learning-derived body composition in advanced pancreatic cancer : A retrospective multicenter studyIn: ESMO Open, Jg. 9, 2024, Nr. 1, 102219DOI, Online Volltext (Open Access)
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ROCOv2 : Radiology Objects in COntext Version 2, an Updated Multimodal Image DatasetIn: Scientific Data, Jg. 11, 2024, Nr. 1, 688DOI (Open Access)
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Radiomics Analysis of Multiparametric PET/MRI for N- and M-Staging in Patients with Primary Cervical CancerIn: Nuklearmedizin = Nuclear Medicine, Jg. 63, 2024, Nr. 1, S. 34 – 42
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SAROS : A dataset for whole-body region and organ segmentation in CT imagingIn: Scientific Data, Jg. 11, 2024, Nr. 1, 483DOI, Online Volltext (Open Access)
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The Mappability of Clinical Real-World Data of Patients with Melanoma to Oncological Fast Healthcare Interoperability Resources (FHIR) Profiles : A Single-Center Interoperability StudyIn: Informatics, Jg. 11, 2024, Nr. 3, 42DOI, Online Volltext (Open Access)
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The importance of educational tools and a new software solution for visualizing and quantifying report correction in radiology trainingIn: Scientific Reports, Jg. 14, 2024, Nr. 1, 1172DOI, Online Volltext (Open Access)
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k-strip : A novel segmentation algorithm in k-space for the application of skull strippingIn: Computer Methods and Programs in Biomedicine, Jg. 243, 2024, 107912DOI (Open Access)
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AI co-pilot : Content-based image retrieval for the reading of rare diseases in chest CTIn: Scientific Reports, Jg. 13, 2023, Nr. 1, 4336DOI, Online Volltext (Open Access)
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Adipopenia in body composition analysis : A promising imaging biomarker and potential predictive factor for patients undergoing transjugular intrahepatic portosystemic shunt placementIn: The British Journal of Radiology (BJR), Jg. 96, 2023, Nr. 1146, 20220863DOI (Open Access)
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Contrast Agent Dose Reduction in MRI Utilizing a Generative Adversarial Network in an Exploratory Animal StudyIn: Investigative Radiology, Jg. 58, 2023, Nr. 6, S. 396 – 404
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Deep learning in computational dermatopathology of melanoma : A technical systematic literature reviewIn: Computers in Biology and Medicine, Jg. 163, 2023, 107083DOI (Open Access)
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Deep learning-based assessment of body composition and liver tumour burden for survival modelling in advanced colorectal cancerIn: Journal of Cachexia, Sarcopenia and Muscle, Jg. 14, 2023, Nr. 1, S. 545 – 552DOI, Online Volltext (Open Access)
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Explainable AI in medical imaging : An overview for clinical practitioners – Beyond saliency-based XAI approachesIn: European Journal of Radiology, Jg. 162, 2023, 110786DOI, Online Volltext (Open Access)
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Explainable AI in medical imaging : An overview for clinical practitioners - Saliency-based XAI approachesIn: European Journal of Radiology, Jg. 162, 2023, 110787
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FHIR-PYrate : a data science friendly Python package to query FHIR serversIn: BMC Health Services Research, Jg. 23, 2023, Nr. 1, 734DOI, Online Volltext (Open Access)
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Falling off the screening grid : Predictors for postponed utilization of psycho-oncological support in cancer patients and its implications for distress assessment and managementIn: Psycho-Oncology, Jg. 32, 2023, Nr. 11, S. 1727 – 1735DOI (Open Access)
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Identification of radiomic biomarkers in a set of four skeletal muscle groups on Dixon MRI of the NAKO MR studyIn: BMC Medical Imaging, Jg. 23, 2023, Nr. 1, 104DOI (Open Access)
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Individualized scan protocols for CT angiography : an animal study for contrast media or radiation dose optimizationIn: European Radiology Experimental, Jg. 7, 2023, Nr. 1, 24DOI, Online Volltext (Open Access)
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Kommentar zu KI - Künstliche Intelligenz identifiziert intrakranielle Blutungen in der unverstärkten CTIn: RöFo: Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren, Jg. 195, 2023, Nr. 3, S. 202 – 203
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Optimizing platelet transfusion through a personalized deep learning risk assessment system for demand managementIn: Blood, Jg. 142, 2023, Nr. 26, S. 2315 – 2326
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Predicting Individual Patient Platelet Demand in a Large Tertiary Care Hospital Using Machine LearningIn: Transfusion Medicine and Hemotherapy, Jg. 50, 2023, Nr. 4, S. 277 – 285DOI, Online Volltext (Open Access)
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Preoperative Computed Tomography Volumetry and Graft Weight Estimation of Left Lateral Segment in Pediatric Living Donor Liver TransplantIn: Experimental and Clinical Transplantation, Jg. 21, 2023, Nr. 10, S. 831 – 836
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Preoperative PET-SUVmax and volume based PET parameters of the primary tumor fail to predict nodal upstaging in early-stage lung cancerIn: Lung Cancer, Jg. 176, 2023, S. 82 – 88
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Artificial intelligence guided enhancement of digital PET : Scans as fast as CT?In: European Journal of Nuclear Medicine and Molecular Imaging, Jg. 49, 2022, Nr. 13, S. 4503 – 4515DOI (Open Access)
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Biomarkers extracted by fully automated body composition analysis from chest CT correlate with SARS-CoV-2 outcome severityIn: Scientific Reports, Jg. 12, 2022, Nr. 1, 16411DOI, Online Volltext (Open Access)
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CT-derived body composition analysis could possibly replace DXA and BIA to monitor NET-patientsIn: Scientific Reports, Jg. 12, 2022, Nr. 1, 13419DOI, Online Volltext (Open Access)
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Contrast Media Reduction in Computed Tomography With Deep Learning Using a Generative Adversarial Network in an Experimental Animal StudyIn: Investigative Radiology, Jg. 57, 2022, Nr. 10, S. 696 – 703
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Deep Learning–driven classification of external DICOM studies for PACS archivingIn: European Radiology, Jg. 32, 2022, Nr. 12, S. 8769 – 8776DOI (Open Access)
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Fully automated preoperative liver volumetry incorporating the anatomical location of the central hepatic veinIn: Scientific Reports, Jg. 12, 2022, Nr. 1, 16479DOI, Online Volltext (Open Access)
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Keine Angst vor Konkurrenz : KI ist auch nur ein Werkzeug und schon gar nicht intelligentIn: RöFo: Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren, Jg. 194, 2022, Nr. 9, S. 959 – 961
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Prediction of left lobe hypertrophy after right lobe radioembolization of the liver using a clinical data model with external validationIn: Scientific Reports, Jg. 12, 2022, Nr. 1, 20718DOI, Online Volltext (Open Access)
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Validating Automatic Concept-Based Explanations for AI-Based Digital HistopathologyIn: Sensors, Jg. 22, 2022, Nr. 14, 5346DOI, Online Volltext (Open Access)
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¹⁸F-flutemetamol positron emission tomography in cardiac amyloidosisIn: Journal of Nuclear Cardiology, Jg. 29, 2022, Nr. 2, S. 779 – 789DOI (Open Access)
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Assessing the Role of Pericardial Fat as a Biomarker Connected to Coronary Calcification : A Deep Learning Based Approach Using Fully Automated Body Composition AnalysisIn: Journal of Clinical Medicine (JCM), Jg. 10, 2021, Nr. 2, 356DOI, Online Volltext (Open Access)
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Contrast agent dose reduction in computed tomography with deep learning using a conditional generative adversarial networkIn: European Radiology, Jg. 31, 2021, Nr. 8, S. 6087 – 6095DOI (Open Access)
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Correction to: Fully automated body composition analysis in routine CT imaging using 3D semantic segmentation convolutional neural networksIn: European Radiology, Jg. 31, 2021, Nr. 6, S. 4402 – 4403DOI (Open Access)
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Differentiation between Anteroposterior and Posteroanterior Chest X-Ray View Position with Convolutional Neural NetworksIn: RöFo: Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren, Jg. 193, 2021, Nr. 2, S. 168 – 176DOI (Open Access)
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From Acute Cerebrovascular Occlusion to Critical Limb Ischemia : A Multidisciplinary Challenge in a Patient with Ruptured Atrial Papillary MyxomaIn: Journal of Vascular and Interventional Radiology (JVIR), Jg. 32, 2021, Nr. 5, S. 771 – 773
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Fully automated body composition analysis in routine CT imaging using 3D semantic segmentation convolutional neural networksIn: European Radiology, Jg. 31, 2021, Nr. 4, S. 1795 – 1804DOI (Open Access)
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Fully automated mr based virtual biopsy of cerebral gliomasIn: Cancers, Jg. 13, 2021, Nr. 24, 6186DOI, Online Volltext (Open Access)
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Generating virtual short tau inversion recovery (Stir) images from t1-and t2-weighted images using a conditional generative adversarial network in spine imagingIn: Diagnostics, Jg. 11, 2021, Nr. 9, 1542DOI, Online Volltext (Open Access)
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A rapid volume of interest-based approach of radiomics analysis of breast MRI for tumor decoding and phenotyping of breast cancerIn: PLoS ONE, Jg. 15, 2020, S. e0234871DOI, Online Volltext (Open Access)
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Cardiac PET/MRI : Current Clinical Status and Future PerspectivesIn: Seminars in Nuclear Medicine, Jg. 50, 2020, Nr. 3, S. 260 – 269
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Clinical response to crizotinib and emergence of resistance in lung adenocarcinoma harboring a MET c-Cbl binding site mutationIn: Lung Cancer, Jg. 139, 2020, S. 165 – 168
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Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening MammogramsIn: JAMA Network Open, Jg. 3, 2020, Nr. 3, S. e200265DOI (Open Access)
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Is there a connection between immunohistochemical markers and grading of lung cancer with apparent diffusion coefficient (ADC) and standardised uptake values (SUV) of hybrid 18F-FDG-PET/MRI?In: Journal of Medical Imaging and Radiation Oncology, Jg. 64, 2020, Nr. 6, S. 779 – 786
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Joint Imaging Platform for Federated Clinical Data AnalyticsIn: JCO Clinical Cancer Informatics (JCO CCI), Jg. 4, 2020, S. 1027 – 1038DOI (Open Access)
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Mimicking the radiologists’ workflow : Estimating pediatric hand bone age with stacked deep neural networksIn: Medical Image Analysis, Jg. 64, 2020, S. 101743DOI (Open Access)
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Non-invasive tumor decoding and phenotyping of cerebral gliomas utilizing multiparametric ¹⁸F-FET PET-MRI and MR FingerprintingIn: European Journal of Nuclear Medicine and Molecular Imaging, Jg. 47, 2020, Nr. 6, S. 1435 – 1445
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Radiomics Analysis of Multiparametric PET/MRI for N- and M-Staging in Patients with Primary Cervical CancerIn: RöFo: Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren, Jg. 192, 2020, Nr. 8, S. 754 – 763
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Sociodemographic data and APOE-ε4 augmentation for MRI-based detection of amnestic mild cognitive impairment using deep learning systemsIn: PLoS ONE, Jg. 15, 2020, Nr. 9, S. e0236868DOI (Open Access)
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Artificial intelligence in nuclear medicineIn: Journal of Nuclear Medicine (JNM), Jg. 60, 2019, Nr. Suppl. 2, S. 29S – 37SDOI (Open Access)
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Assessment of ileocolonic inflammation in Crohn’s disease : Which surrogate marker is better—MAria, Clermont, or PET/MR index? Initial results of a feasibility trialIn: Journal of Nuclear Medicine (JNM), Jg. 60, 2019, Nr. 6, S. 851 – 857DOI (Open Access)
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Cardiac PET/MRI—an updateIn: European Journal of Hybrid Imaging: EJNMMI Multimodality Journal, Jg. 3, 2019, Nr. 1, 2DOI (Open Access)
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Impact of improved attenuation correction on 18F-FDG PET/MR hybrid imaging of the heartIn: PLoS ONE, Jg. 14, 2019, Nr. 3, S. e0214095DOI (Open Access)
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Nuklearmedizinische Diagnostik der SarkoidoseIn: Atemwegs- und Lungenkrankheiten, Jg. 45, 2019, Nr. 12, S. 573 – 580
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Prospective comparison of ¹⁸F-FDG PET/MRI and ¹⁸F-FDG PET/CT for thoracic staging of non-small cell lung cancerIn: European Journal of Nuclear Medicine and Molecular Imaging, Jg. 46, 2019, Nr. 2, S. 437 – 445
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Surgery for adrenal angiomyelolipoma : an individualized conceptIn: Langenbeck's Archives of Surgery, Jg. 404, 2019, Nr. 4, S. 403 – 409
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Annotation of enhanced radiographs for medical image retrieval with deep convolutional neural networksIn: PLoS ONE, Jg. 13, 2018, Nr. 11, S. e0206229DOI (Open Access)
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Cardiac Positron Emission Tomography-Magnetic Resonance ImagingIn: Journal of Thoracic Imaging, Jg. 33, 2018, Nr. 3, S. 139 – 146
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Clinical use of cardiac PET/MRI : current state-of-the-art and potential future applicationsIn: Japanese Journal of Radiology, Jg. 36, 2018, Nr. 5, S. 313 – 323
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Comparison of the clinical performance of upper abdominal PET/DCE-MRI with and without concurrent respiratory motion correction (MoCo)In: European Journal of Nuclear Medicine and Molecular Imaging, Jg. 45, 2018, Nr. 12, S. 2147 – 2154
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Detection of Regional Wall Motion Abnormalities in Compressed Sensing Cardiac Cine ImagingIn: World Journal of Cardiovascular Diseases (WJCD), Jg. 8, 2018, Nr. 6, S. 277 – 287DOI, Online Volltext (Open Access)
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Feasibility of FDG-PET in myocarditis : Comparison to CMR using integrated PET/MRIIn: Journal of Nuclear Cardiology, Jg. 25, 2018, Nr. 3, S. 785 – 794
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Feasibility of aortic valve planimetry at 7 T ultrahigh field MRI : Comparison to aortic valve MRI at 3 T and 1.5 TIn: European Journal of Radiology Open, Jg. 5, 2018, S. 159 – 164DOI, Online Volltext (Open Access)
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Hybrid cardiac imaging using PET/MRI : a joint position statement by the European Society of Cardiovascular Radiology (ESCR) and the European Association of Nuclear Medicine (EANM)In: European Radiology, Jg. 28, 2018, Nr. 10, S. 4086 – 4101DOI (Open Access)
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MET Expression in Advanced Non–Small-Cell Lung Cancer : Effect on Clinical Outcomes of Chemotherapy, Targeted Therapy, and ImmunotherapyIn: Clinical Lung Cancer, Jg. 19, 2018, Nr. 4, S. e441 – e463
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Ossification area localization in pediatric hand radiographs using deep neural networks for object detectionIn: PLoS ONE, Jg. 13, 2018, Nr. 11, S. e0207496DOI, Online Volltext (Open Access)
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Simultaneous multiparametric PET/MRI for the assessment of therapeutic response to chemotherapy or concurrent chemoradiotherapy of cervical cancer patients : preliminary resultsIn: Clinical Imaging, Jg. 49, 2018, S. 163 – 168
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The Role of Whole-Body Magnetic Resonance Imaging (WB-MRI) in Patients with Paroxysmal Nocturnal Hemoglobinuria (PNH).In: Scientific Reports, Jg. 8, 2018, 13458DOI, Online Volltext (Open Access)
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[¹⁸F]FDG PET/MR enterography for the assessment of inflammatory activity in Crohn’s disease: comparison of different MRI and PET parametersIn: European Journal of Nuclear Medicine and Molecular Imaging, Jg. 45, 2018, Nr. 8, S. 1382 – 1393
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Cardiac Applications of PET/MR ImagingIn: Magnetic Resonance Imaging Clinics of North America, Jg. 25, 2017, Nr. 2, S. 325 – 333
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Diagnostic impact of integrated 18F-FDG PET/MRI in cerebral staging of patients with non-small cell lung cancerIn: Acta Radiologica, Jg. 58, 2017, Nr. 8, S. 991 – 996
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Evaluation of a low-carbohydrate diet-based preparation protocol without fasting for cardiac PET/MR imagingIn: Journal of Nuclear Cardiology, Jg. 24, 2017, Nr. 3, S. 980 – 988
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Is integrated 18F-FDG PET/MRI superior to 18F-FDG PET/CT in the differentiation of incidental tracer uptake in the head and neck area?In: Diagnostic and Interventional Radiology, Jg. 23, 2017, Nr. 2, S. 127 – 132DOI (Open Access)
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No protection of heart, kidneys and brain by remote ischemic preconditioning before transfemoral transcatheter aortic valve implantation : Interim-analysis of a randomized single-blinded, placebo-controlled, single-center trialIn: International Journal of Cardiology, Jg. 231, 2017, S. 248 – 254
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Real-time SPARSE-SENSE cine MR imaging in atrial fibrillation : A feasibility studyIn: Acta Radiologica, Jg. 58, 2017, Nr. 8, S. 922 – 928
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Can native T1 mapping differentiate between healthy and diffuse diseased myocardium in clinical routine cardiac mr imaging?In: PLoS ONE, Jg. 11, 2016, Nr. 5, e0155591DOI, Online Volltext (Open Access)
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Can we now dispense with DSA in the evaluation of aneurysm occlusion even in the most crucial first follow-up after endovascular treatment?In: Clinical Neurology and Neurosurgery, Jg. 149, 2016, S. 136 – 142
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Cardiovascular PET/MRI : Initial Clinical ExperienceIn: Current Cardiovascular Imaging Reports, Jg. 9, 2016, Nr. 11, S. 30
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Circulating U2 small nuclear RNA fragments as a diagnostic and prognostic biomarker in lung cancer patientsIn: Journal of Cancer Research and Clinical Oncology, Jg. 142, 2016, Nr. 4, S. 795 – 805
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Compressed sensing cine imaging with high spatial or high temporal resolution for analysis of left ventricular functionIn: Journal of Magnetic Resonance Imaging, Jg. 44, 2016, Nr. 2, S. 366 – 374
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Infarct size assessment by cardiac magnetic resonance and peak troponin I after aspiration thrombectomy and intracoronary abciximab assisted primary percutaneous coronary intervention in a real-world cohort of patients with ST-segment elevation myocardial infarction : A single-center studyIn: The Egyptian Heart Journal, Jg. 68, 2016, Nr. 3, S. 153 – 158DOI (Open Access)
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Myocardial injury during transfemoral transcatheter aortic valve implantation : an intracoronary Doppler and cardiac magnetic resonance imaging studyIn: EuroIntervention, Jg. 11, 2016, Nr. 12, S. 1401 – 1408
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Diagnosis and treatment response evaluation of cardiac sarcoidosis using positron emission tomography/magnetic resonance imagingIn: European Heart Journal, Jg. 36, 2015, Nr. 9, S. 550
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Integrated FDG PET/MR Imaging for the Assessment of Myocardial Salvage in Reperfused Acute Myocardial InfarctionIn: Radiology, Jg. 276, 2015, Nr. 2, S. 400 – 407
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Intracranial hemorrhage detection over time using susceptibility-weighted magnetic resonance imagingIn: Acta Radiologica, Jg. 56, 2015, Nr. 12, S. 1501 – 1507
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Motility mapping as evaluation tool for bowel motility : initial results on the development of an automated color-coding algorithm in cine MRIIn: Journal of Magnetic Resonance Imaging, Jg. 41, 2015, Nr. 2, S. 354 – 360
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New myocardial involvement detected by PET/MRI in a Vandetanib-treated patient with medullary thyroid cancerIn: European Heart Journal, Jg. 36, 2015, Nr. Suppl 1, S. 1219
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Quantitative assessment of small bowel motility in patients with Crohn's disease using dynamic MRIIn: Neurogastroenterology and Motility, Jg. 27, 2015, Nr. 6, S. 841 – 848
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Cardiovascular hybrid imaging using PET/MRIIn: RöFo: Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren, Jg. 186, 2014, Nr. 12, S. 1094 – 1101
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Clinical applications of PET/MRI : Current status and future perspectivesIn: Diagnostic and Interventional Radiology, Jg. 20, 2014, Nr. 5, S. 438 – 447DOI (Open Access)
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Combined PET Imaging and Diffusion-Weighted Imaging of Intermediate and High-Risk Primary Prostate Carcinomas with Simultaneous [18F] Choline PET/MRIIn: PLoS ONE, Jg. 9, 2014, Nr. 7, S. 0101571DOI (Open Access)
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Dynamic contrast-enhanced MRI parameters as biomarkers for the effect of vatalanib in patients with non-small-cell lung cancerIn: Future Oncology, Jg. 10, 2014, Nr. 5, S. 823 – 833
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Evaluation of the PET component of simultaneous [(18)F]choline PET/MRI in prostate cancer : comparison with [(18)F]choline PET/CTIn: European Journal of Nuclear Medicine and Molecular Imaging, Jg. 41, 2014, Nr. 1, S. 79 – 88
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Expert Opinion : which cardiothoracic imaging applications of PET/CT are most likely to be replaced by PET/MRI?In: Journal of Thoracic Imaging, Jg. 29, 2014, Nr. 1, S. 3
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Hepatic volume changes after lobar selective internal radiation therapy (SIRT) of hepatocellular carcinomaIn: Clinical Radiology, Jg. 69, 2014, Nr. 2, S. 172 – 178
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Multiparametric assessment of myocarditis using simultaneous positron emission tomography/magnetic resonance imagingIn: European Heart Journal, Jg. 35, 2014, Nr. 32, S. 2173
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Quantitative evaluation of bone metastases from prostate cancer with simultaneous [18F] choline PET/MRI : combined SUV and ADC analysisIn: Annals of Nuclear Medicine, Jg. 28, 2014, Nr. 5, S. 405 – 410
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Silent Cerebral Ischemia After Thoracic Endovascular Aortic Repair : A Neuroimaging StudyIn: The Annals of Thoracic Surgery, Jg. 98, 2014, Nr. 1, S. 53 – 58
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Whole-body [18F]FDG PET/MRI vs. PET/CT in the assessment of bone lesions in oncological patients : initial resultsIn: European Radiology, Jg. 24, 2014, Nr. 8, S. 2023 – 2030
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Beyond accuracy : Reproducibility must lead AI advances in radiologyIn: European Journal of Radiology. Amsterdam: Elsevier, Jg. 180, 2024, 111703
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Explainable Radiomics by the example of malignant melanoma
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