nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation

• Automated CMR Quantification of Pulmonary Artery Size-Based and Slow-Flow Metrics in Pulmonary Hypertension

  2026 Diagnostics article Medicine Pulmonary Hypertension Research and Treatments Open access

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  citations
• Associations between spatial distribution of immune cell subsets and clinical outcomes in patients with advanced melanoma treated with immune checkpoint inhibitors: results from the PUMA challenge

  2026 Medical Image Analysis article Medicine Cancer Immunotherapy and Biomarkers Open access

  0

  citations
• Pooled two-cohort MRI body composition phenotyping with open-source deep learning

  2026 Communications Medicine article Computer Science Medical Image Segmentation Techniques Open access

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  citations
• CLEAR: an auditable foundation model for radiology grounded in clinical concepts

  2026 Nature Biomedical Engineering article Medicine Artificial Intelligence in Healthcare and Education Open access

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  citations
• Automated whole-heart volumetrics and haemodynamics from 4D flow CMR magnitude images: development and validation of a deep learning model

  2026 European Heart Journal - Imaging Methods and Practice article Medicine Cardiac Imaging and Diagnostics Open access

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  citations
• Impact of Contour Boundary Offsets on 4D Flow CMR-Derived Intracardiac Haemodynamic Parameters

  2026 Journal of Cardiovascular Development and Disease article Medicine Cardiac Imaging and Diagnostics Open access

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  citations
• MRIgRT real-time target tracking: TrackRAD2025 challenge report

  2026 Medical Image Analysis article Physics and Astronomy Advanced Radiotherapy Techniques Open access

  2

  citations
• Applications of artificial intelligence in nuclear medicine

  2026 Zeitschrift für Medizinische Physik article Medicine Artificial Intelligence in Healthcare and Education Open access

  2

  citations
• A preclinical CT and MRI Liver Imaging Dataset with Anatomical, Functional and Segmentation Data

  2026 Scientific Data data-paper Computer Science Medical Image Segmentation Techniques Open access

  0

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• Improved Myocardial Sodium Quantification at 7 T Using Interleaved 23 Na / 1 H pTx MRI With Motion and Anatomy‐Based B 1 Correction

  2026 Magnetic Resonance in Medicine article Medicine Advanced MRI Techniques and Applications Open access

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  citations
• The Human Organ Atlas

  2026 Science Advances article Physics and Astronomy Advanced X-ray Imaging Techniques Open access

  5

  citations
• AblationNet: Deep network for ablation zone segmentation, in hepatic CT, using Fourier contours

  2026 Biomedical Signal Processing and Control article Computer Science Medical Image Segmentation Techniques Open access

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• Associations between spatial distribution of immune cell subsets and clinical outcomes in patients with advanced melanoma treated with immune checkpoint inhibitors: results from the PUMA challenge

  2026 medRxiv preprint Medicine Cancer Immunotherapy and Biomarkers Open access

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  citations
• Deep learning-based automated segmentation of intracerebral haemorrhage, intraventricular haemorrhage and perihaematomal oedema on non-contrast CT

  2026 European Stroke Journal article Computer Science Medical Image Segmentation Techniques Open access

  2

  citations
• Current and Future View on Artificial Intelligence in Cardiothoracic Surgery

  2026 European Journal of Cardio-Thoracic Surgery article Medicine Artificial Intelligence in Healthcare and Education

  2

  citations
• Data-centric approach to uncover and mitigate representation bias in AI segmentation of esophageal tumors on CT

  2026 European Journal of Radiology Artificial Intelligence article Computer Science Medical Image Segmentation Techniques Open access

  1

  citations
• The effect of respiratory gating on [18F]FDG PET/CT quantification in systemic sclerosis-associated interstitial lung disease

  2026 EANM Innovation article Medicine Medical Imaging Techniques and Applications Open access

  0

  citations
• Multiscale segmentation using hierarchical phase-contrast tomography and deep learning

  2026 PLoS Computational Biology article Computer Science Medical Image Segmentation Techniques Open access

  3

  citations
• Impact of Device Insertion Technique on Impella CP Position and Orientation Within the Left Ventricle

  2026 JACC Advances article Engineering Mechanical Circulatory Support Devices Open access

  0

  citations
• The 2024 Brain Tumor Segmentation Challenge Meningioma Radiotherapy (BraTS-MEN-RT) dataset

  2026 Scientific Data data-paper Neuroscience Brain Tumor Detection and Classification Open access

  2

  citations

• batchgenerators - a python framework for data augmentation

  2020 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Medical Image Segmentation Techniques Open access

  59

  citations

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