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Table 4 Overview of the study designs for the assessment of local efficacy in radiology AI (RADAR-7)

From: Radiology AI Deployment and Assessment Rubric (RADAR) to bring value-based AI into radiological practice

Attribute

Budget impact analysis

Multi-criteria decision analysis

Description

Estimates the financial consequences of adopting a technology in terms of affordability and budgetary planning

Evaluates alternatives by considering multiple criteria simultaneously, wherein decision-makers allocate weights to each criterion

Time frame

Short to medium-term

Flexible, depending on the criteria

Key input data

Costs, savings, budget constraints, uptake

Costs, health outcomes, patient preferences, ethical considerations, etc

Literature example

BIA of radioactive seed localization program for non-palpable breast lesions at Canadian hospital [52]

MCDA of different MRI systems for regional hospitals in the Czech Republic [53]

  1. Abbreviations: BIA Budget impact analysis, MCDA Multi-criteria decision analysis, MRI Magnetic response imaging