Needle localization and segmentation for radiofrequency ablation of liver tumors under CT image guidance
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Presented our work on automatic needle detection and segmentation in CT images for radiofrequency ablation (RFA) guidance. The proposed method combines YOLOv4 for needle detection in 2D projections with a patch-based 3D CNN for precise segmentation within the constructed volume of interest.