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Artificial Intelligence in Health                        Complex early diagnosis of MS through machine learning







































            Figure 9. Interactions of Gender and Periventricular_MRI on four machine learning models
            Abbreviations: CatBoost: Categorical boosting; LGBM: Light gradient boosting machine; RF: Random forest; XGBoost: Extreme gradient boosting.






































            Figure 10. Interactions of Symptom_Motor and ULSSEP on four machine learning models
            Abbreviations: CatBoost: Categorical boosting; LGBM: Light gradient boosting machine; RF: Random forest; XGBoost: Extreme gradient boosting.


            Volume 1 Issue 4 (2024)                        118                               doi: 10.36922/aih.4255
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