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C

Cemil Çolak

i̇nönü university

33H-index
377Paper Count
4.4KCitation Count
Published Papers 58
Publication Date
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Quantum Computing in a Diagnostic-First Quantum Residual Boosting Framework for Clinical Survival Analysis in Oncology and Cardiology
errJournal of Clinical Medicine
IF2.9
err2026-07-10
err0
errOAAI
errCemil Colak; Burak Yagin; Gokhan Zorlu; Fahaid Al-Hashem; Sarah A. Alzakari; Amal K. Alkhalifa; Mohammadreza Aghaei
errShare
errSave
A Robustness-Oriented Quantum–Classical Hybrid Machine Learning Pipeline for Breast Cancer Diagnosis: External Validation, Explainability, and Rigorous Benchmarking in the NISQ Era
errDiagnostics
IF3.3
err2026-06-27
err0
errOAAI
errGokhan Zorlu; Cemil Colak
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errSave
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
errInternational Journal of Molecular Sciences
IF4.9
err2026-06-17
err0
errOAAI
errFatma Hilal Yagin; Yavuz Korkmaz; Cemil Colak; Fahaid Al-Hashem; Sarah A. Alzakari; Amal K. Alkhalifa; Mohammadreza Aghaei
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errSave
UncerKAN-Mamba: A Clinically Robust, Transparent, and Explainable AI Framework for Low-Latency Skin Lesion Segmentation with Deterministic Single-Pass Uncertainty Estimation
errMachine Learning and Knowledge Extraction
IF6
err2026-06-04
err0
errOAAI
errHüseyin Kutlu; Cemil Çolak
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errSave
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
errJournal of Clinical Medicine
IF2.9
err2026-06-01
err0
errOAAI
errAbdulvahap Pınar; Ahmet Kadir Arslan; Cemil Çolak
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errSave
CMT-BUSNet: Adaptive Fusion-Based Triple-Branch Hybrid Architecture for Explainable Breast Ultrasound Tumor Segmentation
errDiagnostics
IF3.3
err2026-04-17
err0
errOAAI
errHüseyin Kutlu; Cemil Çolak
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The Toxic Effects of Hydrated Cement, Autoclaved Aerated Concrete, and Demolition Dusts on the Respiratory System in Rats
errToxics
IF4.1
err2026-03-04
err0
errOAAI
errMurat Kilic; Nurcan Gokturk; Nigar Vardi; Onural Ozhan; Gokce Koca; Mehmet Akif Turkoz; Merve Biyikli; Paki Turgut; Yusuf Turkoz; Hakan Parlakpinar; Eylem Karadag; Cemil Colak
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errSave
Leveraging Explainable Automated Machine Learning (AutoML) and Metabolomics for Robust Diagnosis and Pathophysiological Insights in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS)
errDiagnostics
IF3.3
err2026-03-03
err0
errOAAI
errFatma Hilal Yagin; Cemil Colak; Fahaid Al-Hashem; Sarah A. Alzakari; Amel Ali Alhussan; Mohammadreza Aghaei
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errSave
Forecasting Stone-Free Status Following Percutaneous Nephrolithotomy Utilizing Explainable Machine Learning
errJournal of Clinical Medicine
IF2.9
err2026-02-10
err0
errOAAI
errResul Çiçek; İbrahim Topçu; Bulut Dural; İpek Balıkçı Çiçek; Murat Yılmaz; Cemil Çolak
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errSave
Deep Learning Approaches for Biomarker Discovery in Glioblastoma Multiforme
errKonuralp Tip Dergisi
IF0.3
err2026-01-01
err0
PREAI
errTetik, Bora; Yildirim, Aslihan Mete; Colak, Cemil
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errSave
The effects of apocynin on ciprofloxacin-induced oxidative stress-related cardiotoxicity
errScientific Reports
IF3.9
err2025-12-26
err0
errOAAI
errOnural Ozhan; Mehmet Colak; Azibe Yildiz; Merve Durhan; Nigar Vardi; Yilmaz Cigremis; Cemil Colak; Ahmet Acet; Hakan Parlakpinar
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errSave
Artificial intelligence in acute appendicitis: A comprehensive review of machine learning and deep learning applications
errWORLD JOURNAL OF GASTROENTEROLOGY
IF5.4
err2025-11-21
err0
PREAI
errAkbulut, Sami; Kucukakcali, Zeynep; Colak, Cemil
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errSave
Identification of a Novel Lipidomic Biomarker for Hepatocyte Carcinoma Diagnosis: Advanced Boosting Machine Learning Techniques Integrated with Explainable Artificial Intelligence
errMetabolites 2025, Vol. 15, Page 716
IF3.7
err2025-11-02
err0
errOAAI
errFatma Hilal Yagin; Cemil Colak; Fahaid Al-Hashem; Sarah A. Alzakari; Amel Ali Alhussan; Mohammadreza Aghaei
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errSave
Machine Learning-Integrated Explainable Artificial Intelligence Approach for Predicting Steroid Resistance in Pediatric Nephrotic Syndrome: A Metabolomic Biomarker Discovery Study
errPharmaceuticals 2025, Vol. 18, Page 1659
IF4.8
err2025-11-01
err0
errOAAI
errFatma Hilal Yagin; Feyza Inceoglu; Cemil Colak; Amal K. Alkhalifa; Sarah A. Alzakari; Mohammadreza Aghaei
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errSave
Evaluation of the Relationship Between Neurologic Manifestations and Genetic Mutations in Wilson’s Disease with Next-Generation Sequencing
errDiagnostics 2025, Vol. 15, Page 2689
IF0
err2025-10-24
err0
errOAAI
errSami Akbulut; Seyma Is; Tugba Kul Koprulu; Fatma Ilknur Varol; Zeynep Kucukakcali; Cemil Colak; Ahmet Koc; Saban Tekin; Sezai Yilmaz
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errSave
A Nationwide Assessment of Turkish Society's Knowledge and Attitudes Toward Xenotransplantation
errXENOTRANSPLANTATION
IF4.1
err2025-05-15
err0
PREAI
errAkbulut, Sami; Kucukakcali, Zeynep; Ozer, Ali; Colak, Cemil
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errSave
Identification of metabolomics-based biomarker discovery in individuals with down syndrome utilizing kernel-tree model-enhanced explainable artificial intelligence methodology
errFRONTIERS IN MOLECULAR BIOSCIENCES
IF4
err2025-04-09
err0
errOAAI
errColak, Cemil; Yagin, Fatma Hilal; Yagin, Burak; Alkhateeb, Abedalrhman; Al-Rawi, Mahmood Basil A.; Akhloufi, Moulay A.; Aghaei, Mohammadreza
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errSave
A hybrid machine learning model combining association rule mining and classification algorithms to predict differentiated thyroid cancer recurrence
errFRONTIERS IN MEDICINE
IF3
err2024-10-04
err0
errOAAI
errAtay, Feyza Firat; Yagin, Fatma Hilal; Colak, Cemil; Elkiran, Emin Tamer; Mansuri, Nasrin; Ahmad, Fuzail; Ardigo, Luca Paolo
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errSave
Metabolomics Biomarker Discovery to Optimize Hepatocellular Carcinoma Diagnosis: Methodology Integrating AutoML and Explainable Artificial Intelligence
errDIAGNOSTICS
IF3.3
err2024-09-15
err1
errOAAI
errYagin, Fatma Hilal; El Shawi, Radwa; Algarni, Abdulmohsen; Colak, Cemil; Al-Hashem, Fahaid; Ardigo, Luca Paolo
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errSave
Role of Epigenetic Factors in Determining the Biological Behavior and Prognosis of Hepatocellular Carcinoma
errDIAGNOSTICS
IF3.3
err2024-08-31
err0
errOAAI
errAkbulut, Sami; Kucukakcali, Zeynep; Sahin, Tevfik Tolga; Colak, Cemil; Yilmaz, Sezai
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errSave

Research Directions

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Co-authors
Cooperation Journals
S
Seifedine Kadry
H-index: 68 · Papers: 956
N
Nurhan Şahin
H-index: 52 · Papers: 292
B
Burhan Ateş
H-index: 42 · Papers: 287
S
Sami Akbulut
H-index: 37 · Papers: 420
J
Jungeun Kim
H-index: 37 · Papers: 222
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