Federated learning-based vertebral body segmentation
J Liu, X Liang, R Yang, Y Luo, H Lu, L Li… - … Applications of Artificial …, 2022 - Elsevier
To ensure the safety of spinal surgery, sufficiently labeled Magnetic Resonance Imaging
(MRI) images are essential for training an accurate vertebral segmentation model, but the …
(MRI) images are essential for training an accurate vertebral segmentation model, but the …
Preserving privacy in big data research: the role of federated learning in spine surgery
Purpose Integrating machine learning models into electronic medical record systems can
greatly enhance decision-making, patient outcomes, and value-based care in healthcare …
greatly enhance decision-making, patient outcomes, and value-based care in healthcare …
Vertebral body segmentation in wide range clinical routine spine MRI data
G Hille, S Saalfeld, S Serowy, K Tönnies - Computer methods and …, 2018 - Elsevier
Background and objective: In this work we propose a 3D vertebral body segmentation
approach for clinical magnetic resonance (MR) spine imaging. So far, vertebrae …
approach for clinical magnetic resonance (MR) spine imaging. So far, vertebrae …
Efficient triple output network for vertebral segmentation and identification
Precise vertebral segmentation provides the basis for spinal image analyses and
interventions, such as vertebral compression fracture detection and other abnormalities …
interventions, such as vertebral compression fracture detection and other abnormalities …
Assessment of optimal deep learning configuration for vertebrae segmentation from CT images
Automated segmentation of vertebral bone from diagnostic Computed Tomography (CT)
images has become an important part of clinical workflow today. There is an increasing …
images has become an important part of clinical workflow today. There is an increasing …
[PDF][PDF] Efficient Triple Output Network for Vertebral Segmentation and Identification
CC HSU, CLIN HUANG - scholar.archive.org
Precise vertebral segmentation provides the basis for spinal image analyses and
interventions, such as vertebral compression fracture detection and other abnormalities …
interventions, such as vertebral compression fracture detection and other abnormalities …
Computer-assisted approaches to support radiofrequency ablations of spinal metastases
G Hille - 2020 - repo.bibliothek.uni-halle.de
The spine is the most common body part to develop bone metastases from various primary
tumours with increasing case numbers over the last decades. The drastic effects on the …
tumours with increasing case numbers over the last decades. The drastic effects on the …