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Cemil Colak

45PUBLICATIONS
92CO-AUTHORS
Metabolic medicineAdversarial machine learningPredictive and prognostic markersCancer therapy (excl. chemotherapy and radiation therapy)Bioinformatic methods development
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Journal

Publications (45)

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

|Jul 15, 2026
A Robustness-Oriented Quantum-Classical Hybrid Machine Learning Pipeline for Breast Cancer Diagnosis: External Validation, Explainability, and Rigorous Benchmarking in the NISQ Era.

|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.

|Jun 12, 2026
ML-BUSMetab: Machine Learning-Based Metabolomic Profiling for Predicting Aspirin Response in Colorectal Cancer Chemoprevention: A Multi-Model Explainable Artificial Intelligence Approach with External Validation.

|May 10, 2026
Evaluation of vinpocetine in an acute doxorubicin-induced cardiotoxicity model in rats.

|May 04, 2026
CMT-BUSNet: Adaptive Fusion-Based Triple-Branch Hybrid Architecture for Explainable Breast Ultrasound Tumor Segmentation.

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Frequent Collaborators

18 joint publications

Fatma Hilal Yagin

11 joint publications

Sami Akbulut

8 joint publications

Luca Paolo Ardigò

8 joint publications

Fahaid Al-Hashem

6 joint publications

Abdulmohsen Algarni

6 joint publications

Zeynep Kucukakcali

5 joint publications

Mohammadreza Aghaei

5 joint publications

Sezai Yilmaz

4 joint publications

Ali Ozer

4 joint publications

Onural Ozhan

Frequent Collaborators

18 joint publications

Fatma Hilal Yagin

11 joint publications

Sami Akbulut

8 joint publications

Luca Paolo Ardigò

8 joint publications

Fahaid Al-Hashem