Risk-based evaluation of machine learning-based classification methods used for medical devices

Abstract Background In the future, more medical devices will be based on machine learning (ML) methods. In general, the consideration of risks is a crucial aspect for evaluating medical devices. Accordingly, risks and their associated costs should be taken into account when assessing the performance...

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Bibliographic Details
Main Authors: Martin Haimerl, Christoph Reich
Format: Article
Language:English
Published: BMC 2025-03-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Online Access:https://doi.org/10.1186/s12911-025-02909-9
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