🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Erdal Taşçı

National Cancer Institute

ORCID: 0000-0001-6754-2187

MedicineNeuroscienceBiochemistry, Genetics and Molecular Biology

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 18 papers. Top paper: “Bias and Class Imbalance in Oncologic Data—Towards Inclusive and Transferrable AI in Large Scale Oncology Data Sets”.

Bias and Class Imbalance in Oncologic Data—Towards Inclusive and Transferrable AI in Large Scale Oncology Data Sets

Cancers(2022)10.3390/cancers14122897

N/A

0DataRank · unranked

104 citations

Ying Zhuge, Kevin Camphausen, Andra Krauze, Erdal Taşçı

Hierarchical Voting-Based Feature Selection and Ensemble Learning Model Scheme for Glioma Grading with Clinical and Molecular Characteristics

International Journal of Molecular Sciences(2022)10.3390/ijms232214155

N/A

0DataRank · unranked

56 citations

Ying Zhuge, Harpreet Kaur, Kevin Camphausen, Andra Krauze, Erdal Taşçı

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

Biomolecules(2022)10.3390/biom12091203

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0DataRank · unranked

7 citations

Harpreet Kaur, Erdal Taşçı, Uma Shankavaram, Mary Sproull, Ying Zhuge +3 more

Cost Matrix of Molecular Pathology in Glioma—Towards AI-Driven Rational Molecular Testing and Precision Care for the Future

Biomedicines(2022)10.3390/biomedicines10123029

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0DataRank · unranked

4 citations

Erdal Taşçı, Ying Zhuge, Kevin Camphausen, Andra Krauze, Sarisha Jagasia

3D Multimodal Brain Tumor Segmentation and Grading Scheme based on Machine, Deep, and Transfer Learning Approaches

International Journal of Bioinformatics and Intelligent Computing(2022)10.61797/ijbic.v1i2.153

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0DataRank · unranked

7 citations

Aybars Uğur, Kevin Camphausen, Ying Zhuge, Rachel Zhao, Andra Krauze +1 more

An Overview of CD133 as a Functional Unit of Prognosis and Treatment Resistance in Glioblastoma

Current Oncology(2023)10.3390/curroncol30090601

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0DataRank · unranked

26 citations

Sarisha Jagasia, Erdal Taşçı, Kevin Camphausen, Andra Krauze, Thomas Joyce

GradWise: A Novel Application of a Rank-Based Weighted Hybrid Filter and Embedded Feature Selection Method for Glioma Grading with Clinical and Molecular Characteristics

Cancers(2023)10.3390/cancers15184628

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0DataRank · unranked

20 citations

Sarisha Jagasia, Ying Zhuge, Kevin Camphausen, Andra Krauze, Erdal Taşçı

RadWise: A Rank-Based Hybrid Feature Weighting and Selection Method for Proteomic Categorization of Chemoirradiation in Patients with Glioblastoma

Cancers(2023)10.3390/cancers15102672

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0DataRank · unranked

15 citations

Sarisha Jagasia, Ying Zhuge, Mary Sproull, Theresa Cooley Zgela, Megan Mackey +3 more

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

Biomolecules(2023)10.3390/biom13101499

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0DataRank · unranked

14 citations

Yingdong Zhao, Ming‐Chung Li, Joanna H. Shih, Will Jiang, Erdal Taşçı +7 more

Glioblastoma survival is associated with distinct proteomic alteration signatures post chemoirradiation in a large-scale proteomic panel

Frontiers in Oncology(2023)10.3389/fonc.2023.1127645

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0DataRank · unranked

11 citations

Michael Sierk, Trinh Nguyen, Qingrong Chen, Chunhua Yan, Ying Hu +9 more

Survival Prediction in Glioblastoma Using Combination of Deep Learning and Hand-Crafted Radiomic Features in MRI Images

Journal of Advances in Information Technology(2023)10.12720/jait.14.6.1461-1469

N/A

0DataRank · unranked

2 citations

Holly Ning, Jason Cheng, Erdal Taşçı, Peter Mathen, Kevin Camphausen +3 more

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

Diagnostics(2024)10.3390/diagnostics14131374

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0DataRank · unranked

14 citations

Stephanie A. Harmon, Shreya Chappidi, Ying Zhuge, Erdal Taşçı, Sarisha Jagasia +5 more

MetaWise: Combined Feature Selection and Weighting Method to Link the Serum Metabolome to Treatment Response and Survival in Glioblastoma

International Journal of Molecular Sciences(2024)10.3390/ijms252010965

N/A

0DataRank · unranked

7 citations

Michael Popa, Ying Zhuge, Shreya Chappidi, Longze Zhang, Theresa Cooley Zgela +7 more

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

International Journal of Molecular Sciences(2024)10.3390/ijms25074082

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0DataRank · unranked

7 citations

Yajas Shah, Sarisha Jagasia, Ying Zhuge, Jason Shephard, Margaret Johnson +9 more

Serum CD133-Associated Proteins Identified by Machine Learning Are Connected to Neural Development, Cancer Pathways, and 12-Month Survival in Glioblastoma

Cancers(2024)10.3390/cancers16152740

N/A

0DataRank · unranked

4 citations

Erdal Taşçı, Sarisha Jagasia, Jason Shephard, Shreya Chappidi, Ying Zhuge +7 more

GLIO-Select: Machine Learning-Based Feature Selection and Weighting of Tissue and Serum Proteomic and Metabolomic Data Uncovers Sex Differences in Glioblastoma

International Journal of Molecular Sciences(2025)10.3390/ijms26094339

N/A

0DataRank · unranked

4 citations

Shreya Chappidi, Ying Zhuge, Longze Zhang, Theresa Cooley Zgela, Mary Sproull +4 more

Serum p-Cresol and 7-HOCA Levels and Fatty Acid and Purine Metabolism Are Associated with Survival, Progression, and Molecular Classification in GB—Serum Proteome and Metabolome Analysis Pre vs. Post Up-Front Chemoirradiation

Current Oncology(2025)10.3390/curroncol32110650

N/A

0DataRank · unranked

0 citations

M. Li, Yingdong Zhao, Erdal Taşçı, Shreya Chappidi, Theresa Cooley Zgela +4 more

Drug Repurposing in Glioblastoma Using a Machine Learning-Based Hybrid Feature Selection Approach

International Journal of Molecular Sciences(2025)10.3390/ijms262411871

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0DataRank · unranked

0 citations

Kevin Camphausen, Andra Krauze, Erdal Taşçı