Tracing 3D Anatomy in 2D Strokes: A Multi-Stage Projection Driven Approach to Cervical Spine Fracture Identification

Researchers developed an automated AI pipeline for detecting cervical spine fractures in medical imaging using a novel 2D-to-3D projection approach. The system achieved clinically relevant performance comparable to expert radiologists while reducing computational complexity through optimized 2D projections instead of traditional 3D methods.