Misalignment between disparate data modalities or synthesized images leads to diagnostic errors in tumor staging. Precise spatial registration is required to prevent spatial distortion and false positives in clinical assessments.

Fragmented multi-modal data and subjective patient assessments lead to inaccurate disease tracking and uninformed medical consent. Standardizing these inputs reduces diagnostic error and improves longitudinal monitoring accuracy.

Inconsistent synchronization between injector systems and imaging modalities leads to sub-optimal contrast delivery and radiation exposure. Standardizing these disparate data streams prevents procedural errors and diagnostic variability.