الباحثون

Hamza Zidoum

المنشورات 2

مقال بحثي وصول مفتوح

Estimate of the HOMA-IR Cut-off Value Identifying Subjects at Risk of Insulin Resistance Using a Machine Learning Approach

Abdelhamid Abdesselam, Hamza Zidoum, Fahd Zadjali وآخرون · مجلة جامعة السلطان قابوس الطبية · 2025 · 10.18295/squmj.4.2021.030

Objectives: This study describes an unsupervised machine learning approach used to estimate the homeostatic model assessment-insulin resistance (HOMA-IR) cut-off for identifying subjects at risk of IR in a given ethnic group based on the clinical data of a representative sample. Methods: The approach was applied to ana …

مقال بحثي وصول مفتوح

Machine Learning Approach for Predicting Systemic Lupus Erythematosus in Oman-based Cohort

AlHassan AlShareedah, Hamza Zidoum, Sumaya Al-Sawafi وآخرون · مجلة جامعة السلطان قابوس الطبية · 2025 · 10.18295/squmj.12.2022.069

Objectives: Design a machine learning-based prediction framework to predict the presence or absence of Systemic Lupus Erythematosus (SLE) in a cohort of Omani patients. Methods: Records of 219 patients from 2006 to 2019 were extracted from SQU Hospital electronic records, 138 patients have SLE, and the remaining 81 hav …

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