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Mesopotamian Journal of Artificial Intelligence in Healthcare

Volume 3, Issue 1 (2025)

Articles

Utilizing Graph Theory Algorithms for the Modeling and Analysis of COVID-19 Infection Dynamics
Ioannis Adamopoulos, Antonios Valamontes, Niki Syrou, Jovanna Adamopoulou, and Antonios Bardavouras

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

Parkinson's Disease Detection Using Deep learning approach based on Wearable Sensor-Based Daily Monitoring
Bahaulddin N. Adday, Khalid Shaker, Ihsan Salman, and Hothefa Shaker

Models of Machine Learning to Diagnose Chronic Kidney disease using a WEKA-based Classifier
Shaymaa Adnan Abdulrahman and Sameerah Faris Khlebis

Optimizing Hospital Operational Efficiency Using AI: A Multi-Objective NSGA-II Model for Real-World Medical Data in Syria
Khder Alakkari, Bushra Ali, and Teba Majed Hameed

Artificial Intelligence-Powered Robotic Technology for Transforming Palliative Care
Adebo Thomas, Asiku Denis, Wamusi Robert, Simon Peter Kabiito, Zaward Morish, Aziku Samuel, Malik Sallam, and Ioannis Adamopoulos

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

Leveraging Artificial Intelligence to Enhance Nursing Workflow in Endoscopy Units
Ribwar Arsalan Mohammed, Sirwan Khalid Ahmed, and Abdulqadir J. Nashwan

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, and Irina Potoroko

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

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

Optimizing Decision Tree Classifiers for Healthcare Predictions: A Comparative Analysis of Model Depth, Pruning, and Performance
Hussein Alkattan, Ali Subhi Alhumaima, Mohammed Shakir Mohmood, and Ghassan Dhahir Mohammed AL-Thabhawee

Meta-Learning Approaches for Causal Discovery in Dynamic Healthcare and Robotics Environments
Hayder Abbood MD FACP

BioGPT: A Generative Transformer-Based Framework for Personalized Genomic Medicine and Rare Disease Diagnosis
Ghada Al-Kateb, Emine Cengiz, and Murat Gök

AdaBoost-Based Classification for Bone Sarcoma Outcome Prediction: A Comparative Machine Learning Approach
El-Sayed M. El-Kenawy, Ahmed Mohamed Zaki, and Marwa M. Eid

Reimagining Intelligence: A Comprehensive Review of Human-Centric AI Systems and Their Societal and Healthcare Integration
Zakaria Benlalia, Ghada Al-Kateb, Mourad Mzili, and Konstantina Diamanti

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

Prediction of Cardiac Arrest Using a Hybrid Voting Classifier Combining Random Forest and Support Vector Machine
Ahmed Hamid Elias, Amr Badr, and Raad S. Alhumaima

Machine Learning Approaches for Predicting Breast Cancer Recurrence: A Comparative Analysis
Noor Razzaq Abbas, Hussein Alkattan, and Isam Bahaa Aldallal

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

Retinal Vessel Image Segmentation Based on Guided Filter and Neural Networks
Ibrahem Al-Jadir, Jawad S. Hameed, Husam Yahya, and Dalia N. Al-Oboudi

Lightweight Deep Learning for IoT-Based Medical Diagnosis: A Survey
Balqees Talal Hasan, Ali Mohsin Ahmed Al-Sabaawi, and Zaid J. Al-Araji