EKB Journal Management System
1.

Determinants of neonatal sepsis outcome: Harnessing machine learning algorithms for enhanced clinical decision-making

Articles in Press, Accepted Manuscript , Available Online from 10 January 2025
Timothy Kayode Samson; D.A Akinboro; A.C Omoyajowo,; E.O. Ogundare,; S.O. Salawu; E.I. Akinola; O.Y. Oludoun; J.A. Owolabi; O.O. Ajayi; O.M. Ogunlaran
2.

Prospective Cohort Study of Risk Factors for Diabetic Nephropathy in Type 1 Diabetics at the University Hospital Center of Sidi Bel-abbes.

Articles in Press, Accepted Manuscript , Available Online from 27 August 2025
Mounia SAKOUHI; Derouicha MATMOUR; Houria MEHAREB; Bouziene BOUMESJED; Dalila MIRAOUI; Benali BEGHDADLI; Leila HOUTI; Aissa BOUDIBA
3.

Using machine learning models with elephant herd feature selection method for diagnosing chronic kidney disease

Volume 4, Issue 2, November 2025, Pages 460-475
Senthil Selvan Natarajan; Elangovan Balasubramanian; Bala Krishnan Raghupathy; Manikandan Ganesan
4.

Predicting clinical outcomes in liver cirrhosis using machine learning and data balancing technique

Volume 4, Issue 2, November 2025, Pages 664-696
Md Nurul Raihen; Md Istiaq Hossain; Vinodh Chellamuthu
5.

A Comparative Analysis of Logistic Regression and Random Forest for Intrusion Detection Systems: A Reproducible, Deployment-Oriented Study

Volume 2025, Issue 3, October 2025, Pages 1-24
Ahmed Taisser Shawky
6.

Determinants of Gender-Based Violence in Egypt: A Multilevel Approach

Volume 69, Issue 1, June 2025, Pages 73-86
Amal Fouad Ghania; Yahia S. EL-Horbaty; Nagwa Mohamed Albehery
7.

Evaluation And Comparison Of Simulating Urban Growth Using The Markov Chains And Logistic Regression Models (The Case Of Beni-Suef–Menya–Asuit Cities)

Volume 3, Issue 2, May 2025, Pages 1-18
Amira Magdy Elgabalawy; Tarek Abdel-Latif Aboul Atta
8.

Leveraging Data Mining for Inference and Prediction in Lung Cancer Research

Volume 4, Issue 1, April 2025, Pages 139-161
Md Nurul Raihen; Shakera Begum; Sultana Akter; Md Nazmul Sardar
9.

Utilizing Machine Learning for Heart Disease Prediction

Volume 25, Issue 1, March 2025, Pages 29-40
Mohamed mahmoud Dweib; Amna Badeen; Thara' Salama; Nadia Abu AL-rob
10.

Machine Learning Algorithms to Improve Insurance Claim Prediction

Volume 1, Issue 2, January 2025, Pages 20-36
Heba Soltan; Fathy Saad; Hanan Khadary
11.

Multi-Class Classification of Genetic Mutation Using Machine Learning Models

Volume 3, Issue 2, November 2024, Pages 280-315
Barikisu Ntiwaa Ankrah; Lewis Brew; Joseph Acquah
12.

Predicting Sleep Disorders: Leveraging Sleep Health and Lifestyle Data with Dipper Throated Optimization Algorithm for Feature Selection and Logistic Regression for Classification

Volume 3, Issue 2, November 2024, Pages 341-358
El-Sayed M. El-kenawy; Abdelhameed Ibrahim; Abdelaziz A. Abdelhamid; Nima Khodadadi; Laith Abualigah; Marwa M. Eid
13.

Predicting DNA Methylation state of CpG Islands Using Machine Learning

Volume 43, Issue 2, July 2024, Pages 11-17
Esraa Mamdouh Hashem; Asmaa Kamal; Mai S. Mabrouk; Mohamed W. Fakhre
14.

Simulation-Based Assessment of Classification Methods: Statistical Models vs. Machine Learning Algorithms

Volume 68, Issue 1, June 2024, Pages 91-124
Reham S. Beram; Ahmed El-Kotory
15.

Helicobacter pylori (HP) Infection-Associated Modulation in The Bone Profile of HP-Infected Individuals

Volume 16, Issue 1, June 2024, Pages 139-153
Mohammad Asrar Izhari; Omar A. Al-Mutawa
16.

ECONOMIC AND ENVIRONMENTAL DETERMINANTS AFFECTING HEALTH IN THE VILLAGES MOST IN NEED ALMAKHZAN VILLAGE AS AN EXAMPLE STANDARD STUDY

Volume 53, Issue 5, May 2024, Pages 1318-1342
Sohier K. A hmed; Abeer S. Ahmed; Mohamed S. Mostafa
17.

Apple Perfection: Assessing Apple Quality with Waterwheel Plant Algorithm for Feature Selection and Logistic Regression for Classification

Volume 1, Issue 1, April 2024, Pages 34-48
Abdelhameed Ibrahim; Ehsan Khodadadi; Ehsaneh Khodadadi; P.K. Dutta; Nadjem Bailek; Abdelaziz A. Abdelhamid
18.

A New Estimator to Combat Multicollinearity in Logistic Regression Model

Volume 16, Issue 1, March 2024, Pages 520-551
Prof. Dr. Monira Ahmed Hussein; Mostafa Kamal Abd El-Rahman
19.

Potential Role of Logistic Regression Analysis to Identify Significant Risk Factors Associated with Stroke

Volume 44, Issue 1, January 2024, Pages 17-28
Moutasem S Aboonq
20.

Anemia Diagnosis And Prediction Based On Machine Learning

Volume 4, Issue 2, November 2023, Pages 1-9
Sara A shehab; Eman Shehab; AbdulRahman Khawaga
21.

A Statistical Analysis of Excess Mortality Mean at Covid-19 in 2020-2021

Volume 2, Issue 2, November 2023, Pages 223-239
Md Nurul Raihen; Sultana Akter; Fariha Tabassum; Farjana Jahan; Shakera Begum
22.

THE POTENTIAL CONTRIBUTION OF CAMEL MEAT PRODUCTION TO ACHIEVE FOOD SECURITY FROM ANIMAL PROTEIN IN EGYPT

Volume 8, Issue 6, October 2023, Pages 119-135
Heba Mohamed Salah; Khaled Ahmed Abdu; Yahia Hamid Elasraag
23.

Estimation methods of logistic regression in context of multicollinearity (Comparative study)

Volume 45, Issue 4, October 2023, Pages 65-88
Mahmoud Arif Awad Allah; Mohamed Abdel Samie Enany; Hassan Mohamed Ali
24.

The Effect of Using Machine Learning Algorithms Alternatives on the Prediction Accuracy of Going Concern Opinion

Volume 15, Issue 3, September 2023, Pages 1-24
Samar Fathy Abd El Gawad
25.

Kid-ML: ML For Kidney Malignant Tissues Identification

Volume 2, Issue 2, March 2023, Pages 1120-1134
Al-Shaimaa Gamal Ramadan; Omar Tarek Ibrahim; Ahmed Hassanein
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