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