Comparing images using the Hausdorff distance

• Automated segmentation of the fibula from CT imaging using two-stepped deep learning in 3D U-Net architectures

  2025 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access

  1

  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
• Automated Dentate Nucleus Segmentation from QSM Images Using Deep Learning

  2024 medRxiv preprint Computer Science Medical Image Segmentation Techniques Open access

  0

  citations
• Enlarged perivascular spaces in the basal ganglia are associated with arteries not veins

  2024 Journal of Cerebral Blood Flow & Metabolism article Neuroscience Cerebrospinal fluid and hydrocephalus Open access

  16

  citations
• Validation of a deep-learning segmentation model for adult and pediatric head and neck radiotherapy in different patient positions

  2023 Physics and Imaging in Radiation Oncology article Physics and Astronomy Advanced Radiotherapy Techniques Open access

  3

  citations
• Towards fully automated inner ear analysis with deep-learning-based joint segmentation and landmark detection framework

  2023 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access

  15

  citations
• Towards fully automated Inner Ear Analysis: Deep-Learning-based Joint Segmentation and Landmark Detection Framework

  2022 Research Square preprint Computer Science Medical Image Segmentation Techniques Open access

  0

  citations
• CerebNet: A fast and reliable deep-learning pipeline for detailed cerebellum sub-segmentation

  2022 NeuroImage article Computer Science Medical Image Segmentation Techniques Open access

  87

  citations
• Incorporating Texture Information into Dimensionality Reduction for High-Dimensional Images

  2022 IEEE Pacific Visualization Symposium conference-paper Computer Science Face and Expression Recognition Open access

  5

  citations
• Subcortical segmentation of the fetal brain in 3D ultrasound using deep learning

  2022 NeuroImage article Computer Science Medical Image Segmentation Techniques Open access

  43

  citations
• A machine-learning-based method for automatizing lattice-Boltzmann simulations of respiratory flows

  2022 Applied Intelligence article Engineering Lattice Boltzmann Simulation Studies Open access

  14

  citations
• Subcortical Segmentation of the Fetal Brain in 3D Ultrasound using Deep Learning

  2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Medical Image Segmentation Techniques Open access

  4

  citations
• Fully Automatic Adaptive Meshing Based Segmentation of the Ventricular System for Augmented Reality Visualization and Navigation

  2021 World Neurosurgery article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent

  18

  citations

13 results