This issue has been available online since 15th December 2025 for the regular issue of 2025. All articles in this issue (22 original research articles) were authored/co-authored by 80 authors from 19 countries, highlighting wide international academic participation.

Countries Represented

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Published: 2025-12-15

Articles

Utilizing Graph Theory Algorithms for the Modeling and Analysis of COVID-19 Infection Dynamics

Ioannis Adamopoulos , Antonios Valamontes , Niki Syrou , Jovanna Adamopoulou , Antonios Bardavouras

1-11

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DOI: https://doi.org/10.58496/MJAIH/2025/001

A Systematic Review of Artificial Intelligence's Function in the Diagnosis of Lung Cancer (2018–2024)

Rokan Hazim Hamad

12-25

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DOI: https://doi.org/10.58496/MJAIH/2025/002

Parkinson's Disease Detection Using Deep learning approach based on Wearable Sensor-Based Daily Monitoring

Bahaulddin N. Adday, Khalid Shaker , Ihsan Salman , Hothefa Shaker

26-38

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DOI: https://doi.org/10.58496/MJAIH/2025/003

Models of Machine Learning to Diagnose Chronic Kidney disease using a  WEKA-based Classifier

Shaymaa Adnan Abdulrahman , Sameerah Faris Khlebis

39-47

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DOI: https://doi.org/10.58496/MJAIH/2025/005

Optimizing Hospital Operational Efficiency Using AI: A Multi-Objective NSGA-II Model for Real-World Medical Data in Syria

Khder Alakkari, Bushra Ali, Teba Majed Hameed

48-57

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DOI: https://doi.org/10.58496/MJAIH/2025/006

Artificial Intelligence-Powered Robotic Technology for Transforming Palliative Care

Adebo Thomas, Asiku Denis, Wamusi Robert, Simon Peter Kabiito, Zaward Morish, Aziku Samuel, Malik Sallam, Ioannis Adamopoulos

58-84

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DOI: https://doi.org/10.58496/MJAIH/2025/007

The Role of Artificial Intelligence in Early Tumor Detection: An XGBoost Risk Assessment Model for Egyptian Patients

Toufik MZILI, Mourad Mzili, Saif Islam Bouderba, Ahmed Abatal, Widi Aribowo, Zahra Oughannou

85-92

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DOI: https://doi.org/10.58496/MJAIH/2025/008

Leveraging Artificial Intelligence to Enhance Nursing Workflow in Endoscopy Units

Ribwar Arsalan Mohammed, Sirwan Khalid Ahmed, Abdulqadir J. Nashwan

93-95

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DOI: https://doi.org/10.58496/MJAIH/2025/009

Heartbeat Sound Classification Using Mel-Spectrogram and CNN Optimized by Frilled Lizard Algorithm for Cardiovascular Disease Detection

Ahmed T. Alhasani, Zainab H. Albakaa, Shahad A. Alabidi, Osamah Qasim Abd Zaid Gburi, Ammar Kadi , Irina Potoroko

96-104

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DOI: https://doi.org/10.58496/MJAIH/2025/010

Clinical Data Analysis Using Machine Learning Algorithms to Predict the Progression of Type 2 Diabetes

Niki Syrou, George Mpourazanis, Panagiotis Tsirkas , Antonios Valamontes, Jovanna Adamopoulou

105-115

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DOI: https://doi.org/10.58496/MJAIH/2025/011

An Artificial Intelligence Model for Predicting Hospital Readmission Using Electronic Health Records Data

Rezarta Cara, Klodian Dhoska, Fjona Cara, Fredrick Kayusi , Linety Juma

116-123

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DOI: https://doi.org/10.58496/MJAIH/2025/012

Optimizing Decision Tree Classifiers for Healthcare Predictions: A Comparative Analysis of Model Depth, Pruning, and Performance

Hussein Alkattan, Ali Subhi Alhumaima , Mohammed Shakir Mohmood, Ghassan Dhahir Mohammed AL-Thabhawee

124-135

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DOI: https://doi.org/10.58496/MJAIH/2025/013

Meta-Learning Approaches for Causal Discovery in Dynamic Healthcare and Robotics Environments

Hayder Abbood MD FACP

136-153

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DOI: https://doi.org/10.58496/MJAIH/2025/014

BioGPT: A Generative Transformer-Based Framework for Personalized Genomic Medicine and Rare Disease Diagnosis

Ghada Al-Kateb , Emine Cengiz, Murat Gök

154-164

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DOI: https://doi.org/10.58496/MJAIH/2025/015

AdaBoost-Based Classification for Bone Sarcoma Outcome Prediction: A Comparative Machine Learning Approach

El-Sayed M. El-Kenawy, Ahmed Mohamed Zaki, Marwa M. Eid

154-172

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DOI: https://doi.org/10.58496/MJAIH/2025/016

Reimagining Intelligence: A Comprehensive Review of Human-Centric AI Systems and Their Societal and Healthcare Integration

Zakaria Benlalia , Ghada Al-Kateb , Mourad Mzili , Konstantina Diamanti

173-186

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DOI: https://doi.org/10.58496/MJAIH/2025/017

Data Mining Driven Segmentation of Health Insurance Policyholders Using K-Means Clustering

Farah Ali Khairi, Laith Farhan, Oluwaseun A. Adelaja

187-196

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DOI: https://doi.org/10.58496/MJAIH/2025/018

Prediction of Cardiac Arrest Using a Hybrid Voting Classifier Combining Random Forest and Support Vector Machine

Ahmed Hamid Elias, Amr Badr, Raad S. Alhumaima

197-207

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DOI: https://doi.org/10.58496/MJAIH/2025/019

Machine Learning Approaches for Predicting Breast Cancer Recurrence: A Comparative Analysis

Noor Razzaq Abbas, Hussein Alkattan, Isam Bahaa Aldallal

208-218

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DOI: https://doi.org/10.58496/MJAIH/2025/020

Α Novel AI-based Modeling with Bias Classification Hybrid Risk Evaluation System for Confidence Enhanced Network Meta-Analysis of Occupational Hazards and Burnout Risk among Public Health Inspectors

Ioannis Adamopoulos

219-233

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DOI: https://doi.org/10.58496/MJAIH/2025/021

Retinal Vessel Image Segmentation Based on Guided Filter and Neural Networks

Ibrahem Al-Jadir , Jawad S. Hameed, Husam Yahya, Dalia N. Al-Oboudi

234–243

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DOI: https://doi.org/10.58496/MJAIH/2025/022

Lightweight Deep Learning for IoT-Based Medical Diagnosis: A Survey

Balqees Talal Hasan, Ali Mohsin Ahmed Al-Sabaawi , Zaid J. Al-Araji

244–259

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DOI: https://doi.org/10.58496/MJAIH/2025/023