UMKD — a revolutionary AI framework for disease grading

Uncertainty Aware Knowledge Distillation for Imbalanced Disease Grading

Gleason grading, the system pathologists use to score prostate cancer aggressiveness from tissue samples, has a documented interobserver variability of about 40 percent among trained pathologists looking at the same slide. That number alone tells you the task is genuinely…

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