Domain Adaptation Distribution Shift Measure

Quantify domain shift between source and target using A-distance, H-divergence, and proxy A-distance for domain adaptation gap estimation

Each component has a specific meaning:

• A-distance — The a-distance recorded for the patient or scenario being assessed.
• H-divergence — The h-divergence recorded for the patient or scenario being assessed.
• Proxy A-distance — The proxy a-distance recorded for the patient or scenario being assessed.

Note: Interpret the domain adaptation result against the clinical thresholds and context described above.

Enter the A-distance, H-divergence, proxy A-distance for the patient or scenario you are assessing. Quantify domain shift between source and target using A-distance, H-divergence, and proxy A-distance for domain adaptation gap estimation. Use the domain adaptation result to inform your clinical assessment.