AI for Real-Time Tumor Tracking in MRI-Guided Radiotherapy and Trauma Procedure Understanding

TrackRAD 2025.- A Three-Stage Semi-Supervised Fine-Tuning Method for SAM2 in Real-Time MRI Tumor Segmentation.- Tumor Tracking as Point Tracking: CoTracker3 in the TrackRAD2025 challenge.- An Adapted SAM2.1 Framework for Real-Time Tumor Segmentation in MRI-Guided Radiotherapy.- No Chains, Just Gains: Ensembled SAM2.1 motion-tracking for cine-MRI (TrackRAD 2025).- Fine-tuning Segment Anything for Real-Time Tumor Tracking in Cine-MRI.- Cascaded U-Net for Real-time Deformable Registration in MRI-guided Tumor Tracking.- Boundary-Aware Deformable Registration for MRI-Guided Radiotherapy.- The Trauma THOMPSON Challenge 2025.- Overview of the Trauma THOMPSON Challenge at MICCAI 2025.- NCT-TSO Submission to The Trauma THOMPSON Challenge 2025.- A Data-Driven Workflow for Real-Time Hand Tracking in Surgical Video.- A Lifesaving Foundation: Leveraging Foundation Models for Recognizing and Anticipating Medical Procedure Actions.- Yolov10-Based Multi-Task Framework for Hand Localization and Laterality Classification in Surgical Videos.