Summary of the underlying publications.
507 manual segmentations. The OAI-ZIB dataset.
Felix Ambellan, Alexander Tack, Moritz Ehlke, Stefan Zachow:
Automated Segmentation of Knee Bone and Cartilage combining Statistical Shape Knowledge and Convolutional Neural Networks: Data from the Osteoarthritis Initiative.
Medical Image Analysis (2019)
Automated assessment of knee alignment. The ZIB-LM dataset.
Alexander Tack, Bernhard Preim, Stefan Zachow:
Fully automated Assessment of Knee Alignment from Full-Leg X-Rays employing a "YOLOv4 And Resnet Landmark regression Algorithm" (YARLA): Data from the Osteoarthritis Initiative
Computer Methods and Programs in Biomedicine (2021)
46'996 automated segmentations of DESS MRI Data.
Alexander Tack, Felix Ambellan, Stefan Zachow:
Towards Novel Osteoarthritis Biomarkers: Multi-Criteria Evaluation of 46,996 Segmented Knee MRI data from the Osteoarthritis Initiative.
(submitted to journal, 2021)