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Found 5 papers, 1 papers with code
Requirements for Quality Assurance of AI Models for Early Detection of Lung Cancer
Under the EU AI Act, consistent quality assurance is required for AI-based nodule detection, measurement, and characterization.
The Brain Tumor Sequence Registration (BraTS-Reg) Challenge: Establishing Correspondence Between Pre-Operative and Follow-up MRI Scans of Diffuse Glioma Patients
Registration of longitudinal brain MRI scans containing pathologies is challenging due to dramatic changes in tissue appearance.
Robust Segmentation Models using an Uncertainty Slice Sampling Based Annotation Workflow
In this work, we propose an uncertainty slice sampling (USS) strategy for semantic segmentation of 3D medical volumes that selects 2D image slices for annotation and compare it with various other strategies.
Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI
Background and Objective: Accurate and reliable segmentation of the prostate gland in MR images can support the clinical assessment of prostate cancer, as well as the planning and monitoring of focal and loco-regional therapeutic interventions.
A Ray-based Approach for Boundary Estimation of Fiber Bundles Derived from Diffusion Tensor Imaging
Using DTI data, fiber bundles can be determined, to gain information about eloquent brain structures.
