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Turker Berk Donmez

Observed names: Donmez, Turker Berk, Dönmez, Türker Berk, Turker Berk DONMEZ, Türker Berk Dönmez
ORCID: 0000-0002-1008-547X
Observed ORCID: 0000-0002-1008-547X
OpenAlex ID: A5057000095
Explainable AI in action: a comparative analysis of hypertension risk factors using SHAP and LIME
2024 · Turker Berk Donmez, Mustafa Kutlu, et al. · Neural Computing and Applications · 42
Predicting thyroid cancer recurrence using supervised CatBoost: A SHAP-based explainable AI approach
2025 · Ahmad A. Hanani, Turker Berk Donmez, et al. · Medicine · 30
Machine Learning Interpretability in Diabetes Risk Assessment: A SHAP Analysis
2024 · Mustafa Kutlu, Turker Berk Donmez, et al. · Computers and electronics in medicine. · 20
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Anemia detection through non-invasive analysis of lip mucosa images
2023 · Shekhar Mahmud, Turker Berk Donmez, et al. · Frontiers in Big Data · 20
Non-invasive detection of anemia using lip mucosa images transfer learning convolutional neural networks
2023 · Shekhar Mahmud, Mohammed Mansour, et al. · Frontiers in Big Data · 19
Respiratory Diseases Prediction from a Novel Chaotic System
2023 · Mohammed MANSOUR, Turker Berk DONMEZ, et al. · Chaos Theory and Applications · 11
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Explainable quantum-enhanced machine learning for hypertension prediction
2025 · Turker Berk Donmez, Mustafa Kutlu · The European Physical Journal Special Topics · 10
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Corrigendum: Non-invasive detection of anemia using lip mucosa images transfer learning convolutional neural networks
2023 · Shekhar Mahmud, Mohammed Mansour, et al. · Frontiers in Big Data · 5
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Corrigendum: Anemia detection through non-invasive analysis of lip mucosa images
2023 · Shekhar Mahmud, Turker Berk Donmez, et al. · Frontiers in Big Data · 3
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Leakage-Aware Benchmark Audit of Augmented Radio Frequency and Wi-Fi Channel State Information Data for Breathing Rate Classification
2026 · Turker Berk Donmez, Mohammed Mansour · Acadlore Transactions on AI and Machine Learning · 1
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From prediction to mechanism: Explainable AI uncovers plasma and CSF proteomic signatures of Alzheimer's disease
2026 · Turker Berk Donmez, Mohammed Mansour · Journal of Proteomics · 1
Non-Invasive Detection of Anemia Using Lip Mucosa Image Classification
2022 · Turker Berk Donmez, Mohammed Mansour, et al. · SSRN Electronic Journal · 1
Medikal Akademisyenler İçin Bilimsel Çalışma, Proje Yapma, Patent Ve İnovasyon Önündeki Engeller
2017 · Selma Altındiş, Türker Berk Dönmez, et al. · JOURNAL OF BIOTECHNOLOGY AND STRATEGIC HEALTH RESEARCH · 1
Controller aware explainability of PPO tracking control: a mass spring damper benchmark
2026 · Mohammed Mansour, Mustafa Kutlu, et al. · Applied Intelligence
An Explainable Leakage-Audited Framework for Multi-Horizon Sepsis-3 Onset Forecasting from Complex ICU Dynamics
2026 · Mohammed Mansour, Turker Berk Donmez · Chaos and fractals.
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Demographic Confounding and Sensor-Derived Salivary Dielectric Response Features in the Exasens Dataset
2026 · Mohammed Mansour, Turker Berk Donmez · Journal of Operational and Strategic Analytics
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Leakage-Safe Machine Learning and Explainable Artificial Intelligence for Baseline Proteomic Signal Prioritization in Preclinical Rheumatoid Arthritis
2026 · Turker Berk Donmez, Mohammed Mansour · Healthcraft Frontiers
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Predicting Upper Respiratory Tract Infections: The Role of Weather Data and Explainable AI
2026 · Türker Berk Dönmez, Mustafa Kutlu, et al. · Artificial Intelligence in Applied Sciences
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Leakage-Aware Explainable Machine Learning for Malignant Mesothelioma Classification Using Clinical and Laboratory Features
2025 · Mohammed Mansour, Turker Berk Donmez · Healthcraft Frontiers
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A Mobile App for Enhancing Suture Skills through XAI
2025 · Eda Nur Cumak, Turker Berk Donmez, et al. · ADBA computer science.
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Explainable Policy Distillation From Deep Q-Networks Into Compact Neuro-Fuzzy Controllers for Uncertain Nonlinear Systems
2025 · Mohammed Mansour, Mustafa Kutlu, et al. · Journal of Intelligent Systems and Control
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Explainable AI Through a Democratic Lens: DhondtXAI for D'Hondt-Projected Feature Attribution
2024 · Donmez, Turker Berk · arXiv (Cornell University)
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Works count: 23
Citation count: 164
H-index: 7
I10-index: 7
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