pa-tcnet-brain-tumor-seg - PA-TCNet Brain Tumor Segmentation
Multi-stage brain tumor segmentation framework using pathology-aware temporal calibration with physiological consistency constraints across longitudinal MRI scans.
Tags
Updated: 2026-09-16Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Load longitudinal MRI sequence data
- Extract pathology-aware features
- Calibrate temporal features across time
- Apply physiological consistency constraints
- Segment tumor sub-regions
- Validate results using segmentation metrics
Inputs
- Longitudinal MRI sequences
- Multi-modal MRI scans
Outputs
- Multi-class tumor segmentation masks
- Clinical segmentation metric outputs
Requirements
- Longitudinal multi-time-point image data