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Author

Erdal Taşçı

Observed names: Erdal TAŞCI, Erdal TAŞÇI, Erdal TaSci, Erdal Tasci, Erdal Tascı, Erdal Taşci, Erdal Taşcı
ORCID: 0000-0001-6754-2187
Observed ORCID: 0000-0001-6754-2187
OpenAlex ID: A5069322309
Bias and Class Imbalance in Oncologic Data—Towards Inclusive and Transferrable AI in Large Scale Oncology Data Sets
2022 · Erdal Tasci, Ying Zhuge, et al. · Cancers · 141
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A novel wrapper feature selection algorithm based on iterated greedy metaheuristic for sentiment classification
2020 · Osman Gokalp, Erdal Tasci, et al. · Expert Systems with Applications · 132
A voting-based ensemble deep learning method focusing on image augmentation and preprocessing variations for tuberculosis detection
2021 · Erdal Tasci, Caner Uluturk, et al. · Neural Computing and Applications · 117
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Hierarchical Voting-Based Feature Selection and Ensemble Learning Model Scheme for Glioma Grading with Clinical and Molecular Characteristics
2022 · Erdal Tasci, Ying Zhuge, et al. · International Journal of Molecular Sciences · 62
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Shape and Texture Based Novel Features for Automated Juxtapleural Nodule Detection in Lung CTs
2015 · Erdal Taşcı, Aybars Uğur · Journal of Medical Systems · 50
Voting combinations-based ensemble of fine-tuned convolutional neural networks for food image recognition
2020 · Erdal Tasci · Multimedia Tools and Applications · 42
The role of integrated positron emission tomography and computed tomography in the assessment of nodal spread in cases with non-small cell lung cancer
2009 · Erdal Tascı, Cagatay Tezel, et al. · Interactive Cardiovascular and Thoracic Surgery · 33
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An Overview of CD133 as a Functional Unit of Prognosis and Treatment Resistance in Glioblastoma
2023 · Thomas Joyce, Sarisha Jagasia, et al. · Current Oncology · 29
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A Stacking-based Ensemble Learning Method for Outlier Detection
2020 · Abdul Ahad ABRO, Erdal TAŞCI, et al. · Balkan Journal of Electrical and Computer Engineering · 27
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GradWise: A Novel Application of a Rank-Based Weighted Hybrid Filter and Embedded Feature Selection Method for Glioma Grading with Clinical and Molecular Characteristics
2023 · Erdal Tasci, Sarisha Jagasia, et al. · Cancers · 22
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Revisiting Concurrent Radiation Therapy, Temozolomide, and the Histone Deacetylase Inhibitor Valproic Acid for Patients with Glioblastoma—Proteomic Alteration and Comparison Analysis with the Standard-of-Care Chemoirradiation
2023 · Andra V. Krauze, Yingdong Zhao, et al. · Biomolecules · 17
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Weighted Voting Based Ensemble Classification with Hyper-parameter Optimization
2019 · Osman Gokalp, Erdal Tasci · Innovations in Intelligent Systems and Applications Conference (ASYU) · 17
Diagnosing Progression in Glioblastoma—Tackling a Neuro-Oncology Problem Using Artificial-Intelligence-Derived Volumetric Change over Time on Magnetic Resonance Imaging to Examine Progression-Free Survival in Glioblastoma
2024 · Mason J. Belue, Stephanie A. Harmon, et al. · Diagnostics · 15
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RadWise: A Rank-Based Hybrid Feature Weighting and Selection Method for Proteomic Categorization of Chemoirradiation in Patients with Glioblastoma
2023 · Erdal Tasci, Sarisha Jagasia, et al. · Cancers · 15
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Radiomics and AI-Based Prediction of MGMT Methylation Status in Glioblastoma Using Multiparametric MRI: A Hybrid Feature Weighting Approach
2025 · Erdal Tasci, Ying Zhuge, et al. · Diagnostics · 14
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A Meta-Ensemble Classifier Approach: Random Rotation Forest
2019 · Erdal TAŞCI · Balkan Journal of Electrical and Computer Engineering · 14
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Image classification using ensemble algorithms with deep learning and hand-crafted features
2018 · Erdal TaSci, Aybars Ugur · Signal Processing and Communications Applications Conference (SIU) · 14
Glioblastoma survival is associated with distinct proteomic alteration signatures post chemoirradiation in a large-scale proteomic panel
2023 · Andra Valentina Krauze, Michael Sierk, et al. · Frontiers in Oncology · 12
MetaWise: Combined Feature Selection and Weighting Method to Link the Serum Metabolome to Treatment Response and Survival in Glioblastoma
2024 · Erdal Tasci, Michael Popa, et al. · International Journal of Molecular Sciences · 8
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MGMT ProFWise: Unlocking a New Application for Combined Feature Selection and the Rank-Based Weighting Method to Link MGMT Methylation Status to Serum Protein Expression in Patients with Glioblastoma
2024 · Erdal Tasci, Yajas Shah, et al. · International Journal of Molecular Sciences · 8
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Pre-processing Effects of the Tuberculosis Chest X-Ray Images on Pre-trained CNNs: An Investigation
2020 · Erdal Tasci · Lecture notes on data engineering and communications technologies · 7
Development of a novel feature weighting method using CMA-ES optimization
2018 · Erdal Taşci, Osman Gökalp, et al. · Signal Processing and Communications Applications Conference (SIU) · 7
GLIO-Select: Machine Learning-Based Feature Selection and Weighting of Tissue and Serum Proteomic and Metabolomic Data Uncovers Sex Differences in Glioblastoma
2025 · Erdal Tasci, Shreya Chappidi, et al. · International Journal of Molecular Sciences · 6
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Serum CD133-Associated Proteins Identified by Machine Learning Are Connected to Neural Development, Cancer Pathways, and 12-Month Survival in Glioblastoma
2024 · Thomas Joyce, Erdal Tasci, et al. · Cancers · 6
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The Next Frontier in Health Disparities—A Closer Look at Exploring Sex Differences in Glioma Data and Omics Analysis, from Bench to Bedside and Back
2022 · Maria Diaz Rosario, Harpreet Kaur, et al. · Biomolecules · 6
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Works count: 46
Citation count: 864
H-index: 14
I10-index: 18
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