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Advanced Techniques for Predicting the Future Progression of Type 2 Diabetes
منشور في 2020"…Moreover, finding discriminative features or risk-factors responsible for the future development of diabetes plays a significant role. In this study, we propose two novel feature extraction approaches for finding the best risk-factors, followed by applying a machine learning pipeline for the long term prediction of type 2 diabetes. …"
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Potential Biomarkers to Predict Acute Ischemic Stroke in Type 2 Diabetes
منشور في 2021"…<h3>Background and Purpose</h3><p dir="ltr">Patients with type 2 diabetes (T2D) have increased risk of cardiovascular disease (CVD), encompassing myocardial infarction, stroke, and peripheral vascular disease. …"
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Predicting long-term type 2 diabetes with support vector machine using oral glucose tolerance test
منشور في 2019"…In this paper, we present an automatic tool that uses machine learning techniques to predict the development of type 2 diabetes mellitus (T2DM). …"
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5
Detection of statistically significant network changes in complex biological networks
منشور في 2017"…</p><h3>Methods</h3><p dir="ltr">In this paper, we propose an improvement over the state-of-the-art based on the Generalized Hamming Distance adopted for evaluating the topological difference between two networks and estimating its statistical significance. The proposed procedure exploits a more effective model selection criteria to generate <i>p</i>-values for statistical significance and is more efficient in terms of computational time and prediction accuracy than literature methods. …"
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Enhanced Inverse Model Predictive Control for EV Chargers: Solution for Rectifier-Side
منشور في 2024"…Unlike MPC, IMPC offers a significantly reduced computational burden by omitting the iterative computations of the cost functions and states predictions. …"
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Effect of Aggregate Type and Specimen Configuration on Concrete Compressive Strength
منشور في 2020"…The concrete compressive strength and modulus of elasticity were significantly affected by the aggregate type. The flexural strength and split tensile strength were less affected by the aggregate type, which was also confirmed by the values predicted with the ACI equations.…"
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Effect of Aggregate Type and Specimen Configuration on Concrete Compressive Strength
منشور في 2017احصل على النص الكامل
doctoralThesis -
11
A Comprehensive Review on Membrane Fouling: Mathematical Modelling, Prediction, Diagnosis, and Mitigation
منشور في 2021"…This paper presents a review of the different membrane fouling types, fouling-inducing factors, predictive methods, diagnostic techniques, and mitigation strategies, with a special focus on RO membrane fouling.…"
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Inverse Model Predictive Control for Power Electronic Converters
منشور في 2024"…Unlike classical MPC, the computational time required for IMPC is significantly reduced which makes it easily applicable to all types and levels of power electronics converters. …"
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Prediction of the Backwater Level Due to Bridge Constriction in Waterways
منشور في 2019احصل على النص الكامل
doctoralThesis -
14
The Effects of Social Determinants of Health on Cardiovascular Outcomes in Lebanese with Type 2 Diabetes
منشور في 2020"…Background: Type 2 Diabetes Mellitus (T2DM) is one of the most prevalent chronic diseases in Lebanon and is known to increase the risks of cardio-metabolic events. …"
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masterThesis -
15
Whole-Genome Molecular Characterization and Typing of Staphylococcus aureus Isolated from Lebanon
منشور في 2020"…Using the SCCmecFinder, we were able to predict the mec cassettes and showed that the SSA11 harbored a pseudo-SCCmec element resembling the one detected SCCmec type IV(2B). …"
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masterThesis -
16
Predicting tendon tissue grafting source from the extensors of long fingers
منشور في 2018"…In addition and from an evolutionary perspective, we hypothesized that the observed significantly higher frequency values of the double-slip and triple-slip types of the EDC of the ring finger, EDC of the little finger, and EDM might indicate a natural selection tendency for a higher independence of the former digits in the future evolution of the human hand.…"
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17
Prediction of stroke-associated hospital-acquired pneumonia: Machine learning approach
منشور في 2025"…BackgroundStroke-associated Hospital Acquired Pneumonia (HAP) significantly impacts patient outcomes. This study explores the utility of machine learning models in predicting HAP in stroke patients, leveraging national registry data and SHapley Additive exPlanations (SHAP) analysis to identify key predictive factors. …"
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Gene-specific machine learning model to predict the pathogenicity of BRCA2 variants
منشور في 2022"…Local, gene-specific information have been shown to aid variant pathogenicity prediction; therefore, our aim was to develop a BRCA2-specific machine learning model to predict pathogenicity of all types of BRCA2 variants.…"
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Clinical and biochemical determinants of length of stay, readmission and recurrence in patients admitted with diabetic ketoacidosis
منشور في 2023"…<h3>Background</h3><p dir="ltr">The increasing prevalence of diabetic ketoacidosis (DKA) related admissions poses a significant burden on the healthcare systems globally. …"