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Mehmet Akif Gulum

Observed names: Gülüm, Mehmet Akif, Mehmet A. Gulum, Mehmet Gulum
ORCID: 0000-0001-7065-8412
Observed ORCID: 0000-0001-7065-8412
OpenAlex ID: A5042395265
A Review of Explainable Deep Learning Cancer Detection Models in Medical Imaging
2021 · Mehmet A. Gulum, Christopher M. Trombley, et al. · Applied Sciences · 144
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Improved Deep Learning Explanations for Prostate Lesion Classification through Grad-CAM and Saliency Map Fusion
2021 · Mehmet Akif Gulum, Christopher M. Trombley, et al. · Proceedings - IEEE Symposium on Computer-Based Medical Systems · 15
Why Are Explainable AI Methods for Prostate Lesion Detection Rated Poorly by Radiologists?
2024 · Mehmet A. Gulum, Christopher M. Trombley, et al. · Applied Sciences · 11
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Multiple Interpretations Improve Deep Learning Transparency for Prostate Lesion Detection
2021 · Mehmet A. Gulum, Christopher M. Trombley, et al. · Lecture notes in computer science · 9
Building Resilient and Sustainable Supply Chains: A Distributed Ledger-Based Learning Feedback Loop
2025 · Tan Gürpinar, Mehmet Akif Gulum · Sustainability · 6
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Horse racing prediction using graph-based features.
2018 · Mehmet Gulum · 4
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Tokenized Gold in Crypto Markets: Tracking Accuracy and Portfolio Performance
2026 · Muhammad Ashfaq, Maximilian Pfeifer, et al. · FinTech · 3
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Efficient Semantic Detection and Analysis of Misinformation in CBD-Related Tweets Using FAISS and Mistral NeMo Instruct
2025 · Jason Turner, Mehmet A. Gulum, et al. · IEEE International Conference on Semantic Computing (ICSC) · 3
From Cryptocurrencies to Collaborative Risk Management: A Review of Decentralized AI Approaches
2025 · Tan Gürpinar, Mehmet Akif Gulum, et al. · FinTech · 2
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Are Post-Hoc Explanation Methods for Prostate Lesion Detection Effective for Radiology End Use?
2022 · Mehmet Akif Gulum, Christopher M. Trombley, et al. · International Conference on Machine Learning and Applications · 2
Multi-view explainability and ensemble deep learning for prostate lesion classification: A comprehensive study
2026 · Mehmet A. Gulum, Mehmed Kantardzic, et al. · Computer Methods and Programs in Biomedicine
Assessing the Stability of LLM-Generated Explanations in Network Security via Repeated Sampling
2026 · Jason Turner, Mehmet Akif Gulum, et al. · International Congress on Human-Computer Interaction, Optimization and Robotic Applications (ICHORA)
Explainable Spatio-Temporal Graph Modeling for Network Attack Detection
2026 · Mehmet Akif Gulum, Tan Gürpinar, et al. · International Congress on Human-Computer Interaction, Optimization and Robotic Applications (ICHORA)
Navigating Supply Chain Sustainability under Climate Change and Resource Scarcity: Risks and Strategic Responses
2026 · Tan Gürpinar, Thanh (Hans) Nguyen, et al. · SSRN Electronic Journal
Interpretation models for prostate lesion: detecting, explaining, and understanding.
2024 · Mehmet Gulum
Evaluating Uncertainty-Based Deep Learning Explanations for Prostate Lesion Detection
2022 · Trombley, Christopher M., Gülüm, Mehmet Akif, et al. · Çanakkale Onsekiz Mart University Institutional Repository
Works count: 16
Citation count: 199
H-index: 5
I10-index: 3
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