Feature |
Cognitive Fusion |
Software-Assisted Fusion |
Image Alignment |
Manual, operator-dependent |
Automatic, AI-enhanced registration |
Accuracy |
Highly variable |
Consistently higher precision |
Ease of Use |
Relies on radiologist expertise |
Simplifies workflow with intuitive overlays |
Training Requirement |
Extensive |
Moderate, with guided interface |
Detection Sensitivity |
Lower; prone to oversight |
Higher; reduces false negatives |
Reproducibility |
Inconsistent between users |
Standardized and reproducible |
Technology Integration |
None |
Seamlessly integrates with MRI/ultrasound systems |