Statistical shape models for 3D medical image segmentation: A review

• MedShapeNet – a large-scale dataset of 3D medical shapes for computer vision

  2024 Biomedizinische Technik/Biomedical Engineering article Engineering 3D Shape Modeling and Analysis Open access

  36

  citations
• GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy

  2024 Medical Image Analysis review Computer Science Generative Adversarial Networks and Image Synthesis Open access

  45

  citations
• Ultrasound-based 3D bone modelling in computer assisted orthopedic surgery – a review and future challenges

  2024 Computer Assisted Surgery article Computer Science Medical Image Segmentation Techniques Open access

  10

  citations
• Generation of a Virtual Cohort of Patients for in Silico Trials of Acute Ischemic Stroke Treatments

  2023 Applied Sciences article Computer Science Medical Image Segmentation Techniques Open access

  9

  citations
• Knee Bone Models From Ultrasound

  2023 IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control article Computer Science Medical Image Segmentation Techniques Open access

  8

  citations
• Open-source skull reconstruction with MONAI

  2023 SoftwareX software-paper Engineering Anatomy and Medical Technology Open access

  4

  citations
• 3D fluorescence microscopy data synthesis for segmentation and benchmarking

  2021 PLoS ONE article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access cited by 1 patent

  23

  citations
• Cellcyclegan: Spatiotemporal Microscopy Image Synthesis Of Cell Populations Using Statistical Shape Models And Conditional Gans

  2021 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  9

  citations
• 3D-Bioprinting

  2021 Learning materials in biosciences book-chapter Engineering 3D Printing in Biomedical Research

  3

  citations
• A robust method for automatic identification of femoral landmarks, axes, planes and bone coordinate systems using surface models

  2020 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access

  36

  citations
• Automation of data analysis in molecular cancer imaging and its potential impact on future clinical practice

  2020 Methods article Medicine Radiomics and Machine Learning in Medical Imaging

  12

  citations

11 results