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Methodological Concerns in Radiomics: Addressing Bias in LASSO and SHAP for Thyroid Tumor Analysis

Methodological Concerns in Radiomics: Addressing Bias in LASSO and SHAP for Thyroid Tumor Analysis

Naoki Iwata ¹, Souichi Oka ², Yoshiyasu Takefuji ¹

Naoki Iwata ¹, Souichi Oka ², Yoshiyasu Takefuji ¹

¹Faculty of Data Science, Musashino University, Tokyo, Japan.
²Science Park Corporation, Kanagawa, Japan.

⁰Faculty of Data Science, Musashino University, Tokyo, Japan.

Ultrasound in Medicine & Biology +

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October 16, 2025

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October 16, 2025

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Summary

No abstract available on PubMed

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