A literature synthesis that unifies hallucination taxonomies across medical imaging modalities, finds general-purpose foundation models hallucinate less than specialized ones, and maps mitigation to FDA lifecycle frameworks.
A taxonomy of machine hallucina- tion in radiology,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.AI 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Hallucination in Medical Imaging AI: A Cross-Modality Analytical Framework for Taxonomy, Detection, and Mitigation under Regulatory Constraints
A literature synthesis that unifies hallucination taxonomies across medical imaging modalities, finds general-purpose foundation models hallucinate less than specialized ones, and maps mitigation to FDA lifecycle frameworks.