Efficient Large Scale Medical Image Dataset Preparation for Machine Learning Applications

S Denner, J Scherer, K Kades, D Bounias… - MICCAI Workshop on …, 2023 - Springer
In the rapidly evolving field of medical imaging, machine learning algorithms have become
indispensable for enhancing diagnostic accuracy. However, the effectiveness of these …

Harmonized Import of Clinical Research Data for the Open Source Image Analysis Platform Kaapana

L Kulla, P Schader, K Maier-Hein, M Nolden - BVM Workshop, 2024 - Springer
While the DICOM standard facilitates a consistent approach to image data, integrating
clinical and patient data from unstructured formats into medical image analysis platforms …