Sherif Sakr

A Survey of Large Scale Data Management Approaches in Cloud Environments

Sherif Sakr, Anna Liu, Daniel Macêdo Batista et al. · IEEE Communications Surveys & Tutorials · 2011 · 420 citations · Full text

Cluster Computing, Data Management Algorithm, Cloud Environments +18

Predicting diabetes mellitus using SMOTE and ensemble machine learning approach: The Henry Ford ExercIse Testing (FIT) project

Manal Alghamdi, Mouaz H. Al‐Mallah, Steven J. Keteyian et al. · PLoS ONE · 2017 · 291 citations · Full text

Engineering, Machine Learning, Disease Classification +20

On the interpretability of machine learning-based model for predicting hypertension

Radwa Elshawi, Mouaz H. Al‐Mallah, Sherif Sakr · BMC Medical Informatics and Decision Making · 2019 · 259 citations · Full text

Predictors of in-hospital length of stay among cardiac patients: A machine learning approach

Tahani A. Daghistani, Radwa Elshawi, Sherif Sakr et al. · International Journal of Cardiology · 2019 · 179 citations

Nursing, Heart Failure, In-hospital Length +14

Interpretability in healthcare: A comparative study of local machine learning interpretability techniques

Radwa Elshawi, Youssef Sherif, Mouaz H. Al‐Mallah et al. · Computational Intelligence · 2020 · 176 citations

Engineering, Machine Learning, Diagnosis +23