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Contrast-enhanced CT-based radiomics model explained by the Shapley Additive exPlanations (SHAP) method for predicting preoperative diagnosis of pheochromocytoma and adrenal adenoma

Abstract Objectives This study aimed to develop and validate a prediction model that integrates radiomics with clinical characteristics, employing interpretable machine learning methods. The goal was to assist in the differential diagnosis of pheochromocytoma (PHEO) and adrenal adenoma, thereby prov...

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Auteurs principaux: Yiyao Li, Yao Yu, Peng Wu
Format: Artigo
Langue:Inglês
Publié: BMC 2026-02-01
Collection:BMC Medical Imaging
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Accès en ligne:https://doi.org/10.1186/s12880-026-02238-x
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