The Automatable Activity-Based Approach to Complexity Unit Scoring as a task-specific model approach to monetizing outcomes of pathology artificial intelligence solutions.

Journal: Journal of pathology and translational medicine
Published Date: Jul 3, 2025

Abstract

BACKGROUND: Cost-containment policies are increasingly affecting decision-making in healthcare. In this context, the need for monetization of digital health interventions has been recently emphasized. Previous studies have attempted to extrapolate cost containment in conjunction with the implementation of digital pathology solutions mostly on the basis of operational cost savings or diagnostic error reduction. However, no study has attempted to link a wider spectrum of potential diagnostic tasks performed by artificial intelligence algorithms to financial figures.

Authors

  • Stavros Pantelakos
    1st Department of Pathology, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece.
  • Martha Nifora
    Istomedica Pathology Lab, Athens, Greece.
  • Georgios Agrogiannis
    1st Department of Pathology, School of Medicine, National and Kapodistrian University of Athens, Athens, Greece.

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