Mohammadreza Aghaei

8PUBLICATIONS
15CO-AUTHORS
Foundations of quantum mechanicsMetabolic medicinePredictive and prognostic markersInformation systems development methodologies and practiceCellular nervous system
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Publications (8)

|Jul 28, 2026
Quantum Computing in a Diagnostic-First Quantum Residual Boosting Framework for Clinical Survival Analysis in Oncology and Cardiology.

|Jul 15, 2026
Metabolomic Classification of Myalgic Encephalomyelitis/Chronic Fatigue Syndrome via Explainable Ensemble Learning and Pareto-Guided Feature Selection.

|Jun 26, 2026
Fecal Extracellular Vesicle Metabolomics as a Non-Invasive Biomarker Source in Colorectal Cancer: TPOT AutoML Superiority over Tree-Based Models with SHAP and LIME Clinical Interpretability.

|Mar 28, 2026
Explainable Meta-Learning Ensemble Framework for Predicting Insulin Dose Adjustments in Diabetic Patients: A Comparative Machine Learning Approach with SHAP-Based Clinical Interpretability.

Emek Guldogan, Burak Yagin, Hasan Ucuzal

|Nov 27, 2025
Machine Learning-Integrated Explainable Artificial Intelligence Approach for Predicting Steroid Resistance in Pediatric Nephrotic Syndrome: A Metabolomic Biomarker Discovery Study.

Fatma Hilal Yagin, Feyza Inceoglu, Cemil Colak

|Nov 26, 2025
Identification of a Novel Lipidomic Biomarker for Hepatocyte Carcinoma Diagnosis: Advanced Boosting Machine Learning Techniques Integrated with Explainable Artificial Intelligence.

Fatma Hilal Yagin, Cemil Colak, Fahaid Al-Hashem

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Frequent Collaborators

6 joint publications

Fatma Hilal Yagin

6 joint publications

Cemil Colak

5 joint publications

Fahaid Al-Hashem

4 joint publications

Amal K Alkhalifa