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

• Automatic joint inflammation estimation based on regression neural networks

  2025 Medical Physics article Medicine Rheumatoid Arthritis Research and Therapies Open access

  2

  citations
• LHU-Net: A Lean Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Segmentation

  2025 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques

  4

  citations
• Mapping the arterial vascular network in an intact human kidney using hierarchical phase-contrast tomography

  2025 npj Imaging article Medicine Renal and Vascular Pathologies Open access

  8

  citations
• Direct visualization of HIV-1 core nuclear import and its interplay with the nuclear pore

  2025 EMBO Reports article Biochemistry, Genetics and Molecular Biology Nuclear Structure and Function Open access

  14

  citations
• Data-driven dynamic modelling identifies polyploidisation as key process in cell cycle progression upon DNA damage

  2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Cancer-related Molecular Pathways

  0

  citations
• Segmenting Whole-Body MRI and CT for Multiorgan Anatomic Structure Delineation

  2025 Radiology Artificial Intelligence article Computer Science Medical Image Segmentation Techniques Open access

  16

  citations
• Automated Deep Learning–based Segmentation of the Dentate Nucleus Using Quantitative Susceptibility Mapping MRI

  2025 Radiology Artificial Intelligence article Computer Science Medical Image Segmentation Techniques Open access

  4

  citations
• The Human Organ Atlas

  2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Engineering Anatomy and Medical Technology Open access

  2

  citations
• Continual learning in medical image analysis: A comprehensive review of recent advancements and future prospects

  2025 Medical Image Analysis article Computer Science Domain Adaptation and Few-Shot Learning Open access

  26

  citations
• HIV-1 nuclear import is selective and depends on both capsid elasticity and nuclear pore adaptability

  2025 Nature Microbiology article Immunology and Microbiology HIV Research and Treatment Open access

  34

  citations
• Beyond Benchmarks: Towards Robust Artificial Intelligence Bone Segmentation in Socio-Technical Systems

  2025 medRxiv preprint Computer Science Medical Image Segmentation Techniques Open access

  0

  citations
• Deep learning-enabled MRI phenotyping uncovers regional body composition heterogeneity and disease associations in two European population cohorts

  2025 medRxiv preprint Medicine Body Composition Measurement Techniques Open access

  0

  citations
• Characterization of Portable Ultra‐Low Field MRI Scanners for Multi‐Center Structural Neuroimaging

  2025 Human Brain Mapping article Medicine Advanced MRI Techniques and Applications Open access

  6

  citations
• Validation and comparison of three different methods for automated identification of distal femoral landmarks in 3D

  2025 Biomedizinische Technik/Biomedical Engineering article Computer Science Medical Image Segmentation Techniques Open access

  2

  citations
• Validation of a deep learning model for the automated detection and quantification of cystoid macular oedema on optical coherence tomography in patients with retinitis pigmentosa

  2025 Acta Ophthalmologica article Medicine Retinal Imaging and Analysis Open access

  5

  citations
• AI in motion: the impact of data augmentation strategies on mitigating MRI motion artifacts

  2025 European Radiology article Computer Science Medical Image Segmentation Techniques Open access

  6

  citations
• On factors that influence deep learning-based dose prediction of head and neck tumors

  2025 Physics in Medicine and Biology article Physics and Astronomy Advanced Radiotherapy Techniques Open access

  2

  citations
• Top-K Maximum Intensity Projection Priors for 3D Liver Vessel Segmentation

  2025 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Medical Image Segmentation Techniques Open access

  0

  citations
• Deep learning model for detecting cystoid fluid collections on optical coherence tomography in X‐linked retinoschisis patients

  2025 Acta Ophthalmologica article Medicine Retinal Imaging and Analysis Open access

  7

  citations
• An External, Independent Validation of anO-(2-[18F]Fluoroethyl)-l-Tyrosine PET Automatic Segmentation Network on a Single-Center, Prospective Dataset of Patients with Glioblastoma

  2025 Journal of Nuclear Medicine article Computer Science Medical Image Segmentation Techniques Open access

  5

  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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