Erdal Tasci

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 22

Top Topics

Convolutional Neural Network

Magnetic Resonance

Top Venues

International journal of molecular sciences

Diagnostics (Basel, Switzerland)

This page only lists publications with an associated author ORCID identifier.

Publications

Mason J Belue, Stephanie A Harmon, Shreya Chappidi, Ying Zhuge, Erdal Tasci, Sarisha Jagasia, Thomas Joyce, Kevin Camphausen, Baris Turkbey, Andra Valentina Krauze
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 (Basel, Switzerland) 14 (13) (2024)
Erdal Tasci, Sarisha Jagasia, Ying Zhuge, Mary Sproull, Theresa Cooley Zgela, Megan Mackey, Kevin Camphausen, Andra Valentina Krauze
Correction: Tasci et al. RadWise: A Rank-Based Hybrid Feature Weighting and Selection Method for Proteomic Categorization of Chemoirradiation in Patients with Glioblastoma. Cancers 2023, 15 , 2672. Cancers 16 (15) (2024)
Thomas Joyce, Erdal Tasci, Sarisha Jagasia, Jason Shephard, Shreya Chappidi, Ying Zhuge, Longze Zhang, Theresa Cooley Zgela, Mary Sproull, Megan Mackey, Kevin Camphausen, Andra Valentina Krauze
Serum CD133-Associated Proteins Identified by Machine Learning Are Connected to Neural Development, Cancer Pathways, and 12-Month Survival in Glioblastoma. Cancers 16 (15) (2024)
Erdal Tasci, Sarisha Jagasia, Ying Zhuge, Mary Sproull, Theresa Cooley Zgela, Megan Mackey, Kevin Camphausen, Andra Valentina Krauze
Correction: Tasci et al. RadWise: A Rank-Based Hybrid Feature Weighting and Selection Method for Proteomic Categorization of Chemoirradiation in Patients with Glioblastoma. Cancers 2023, 15 , 2672. Cancers 16 (15) (2024)
Erdal Tasci, Yajas Shah, Sarisha Jagasia, Ying Zhuge, Jason Shephard, Margaret O Johnson, Olivier Elemento, Thomas Joyce, Shreya Chappidi, Theresa Cooley Zgela, Mary Sproull, Megan Mackey, Kevin Camphausen, Andra Valentina Krauze
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 25 (7) (2024)
Mason J Belue, Stephanie A Harmon, Shreya Chappidi, Ying Zhuge, Erdal Tasci, Sarisha Jagasia, Thomas Joyce, Kevin Camphausen, Baris Turkbey, Andra Valentina Krauze
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 (Basel, Switzerland) 14 (13) (2024)
Thomas Joyce, Erdal Tasci, Sarisha Jagasia, Jason Shephard, Shreya Chappidi, Ying Zhuge, Longze Zhang, Theresa Cooley Zgela, Mary Sproull, Megan Mackey, Kevin Camphausen, Andra Valentina Krauze
Serum CD133-Associated Proteins Identified by Machine Learning Are Connected to Neural Development, Cancer Pathways, and 12-Month Survival in Glioblastoma. Cancers 16 (15) (2024)
Erdal Tasci, Yajas Shah, Sarisha Jagasia, Ying Zhuge, Jason Shephard, Margaret O Johnson, Olivier Elemento, Thomas Joyce, Shreya Chappidi, Theresa Cooley Zgela, Mary Sproull, Megan Mackey, Kevin Camphausen, Andra Valentina Krauze
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 25 (7) (2024)
Erdal Tasci, Sarisha Jagasia, Ying Zhuge, Mary Sproull, Theresa Cooley Zgela, Megan Mackey, Kevin Camphausen, Andra Valentina Krauze
Correction: Tasci et al. RadWise: A Rank-Based Hybrid Feature Weighting and Selection Method for Proteomic Categorization of Chemoirradiation in Patients with Glioblastoma. Cancers 2023, 15 , 2672. Cancers 16 (15) (2024)
Thomas Joyce, Erdal Tasci, Sarisha Jagasia, Jason Shephard, Shreya Chappidi, Ying Zhuge, Longze Zhang, Theresa Cooley Zgela, Mary Sproull, Megan Mackey, Kevin Camphausen, Andra Valentina Krauze
Serum CD133-Associated Proteins Identified by Machine Learning Are Connected to Neural Development, Cancer Pathways, and 12-Month Survival in Glioblastoma. Cancers 16 (15) (2024)
Erdal Tasci, Yajas Shah, Sarisha Jagasia, Ying Zhuge, Jason Shephard, Margaret O Johnson, Olivier Elemento, Thomas Joyce, Shreya Chappidi, Theresa Cooley Zgela, Mary Sproull, Megan Mackey, Kevin Camphausen, Andra Valentina Krauze
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 25 (7) (2024)
Erdal Tasci, Yajas Shah, Sarisha Jagasia, Ying Zhuge, Jason Shephard, Margaret O Johnson, Olivier Elemento, Thomas Joyce, Shreya Chappidi, Theresa Cooley Zgela, Mary Sproull, Megan Mackey, Kevin Camphausen, Andra Valentina Krauze
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 25 (7) (2024)
Erdal Tasci, Sarisha Jagasia, Ying Zhuge, Kevin Camphausen, Andra Valentina Krauze
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 15 (18) (2023)
Erdal Tasci, Sarisha Jagasia, Ying Zhuge, Mary Sproull, Theresa Cooley Zgela, Megan Mackey, Kevin Camphausen, Andra Valentina Krauze
RadWise: A Rank-Based Hybrid Feature Weighting and Selection Method for Proteomic Categorization of Chemoirradiation in Patients with Glioblastoma. Cancers 15 (10) (2023)
Andra Valentina Krauze, Yingdong Zhao, Ming-Chung Li, Joanna Shih, Will Jiang, Erdal Tasci, Theresa Cooley Zgela, Mary Sproull, Megan Mackey, Uma Shankavaram, Philip Tofilon, Kevin Camphausen
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 13 (10) (2023)
Thomas Joyce, Sarisha Jagasia, Erdal Tasci, Kevin Camphausen, Andra Valentina Krauze
An Overview of CD133 as a Functional Unit of Prognosis and Treatment Resistance in Glioblastoma. Current oncology (Toronto, Ont.) 30 (9) (2023)
Sarisha Jagasia, Erdal Tasci, Ying Zhuge, Kevin Camphausen, Andra Valentina Krauze
Cost Matrix of Molecular Pathology in Glioma-Towards AI-Driven Rational Molecular Testing and Precision Care for the Future. Biomedicines 10 (12) (2022)
Erdal Tasci, Ying Zhuge, Kevin Camphausen, Andra V Krauze
Bias and Class Imbalance in Oncologic Data-Towards Inclusive and Transferrable AI in Large Scale Oncology Data Sets. Cancers 14 (12) (2022)
Sarisha Jagasia, Erdal Tasci, Ying Zhuge, Kevin Camphausen, Andra Valentina Krauze
Cost Matrix of Molecular Pathology in Glioma-Towards AI-Driven Rational Molecular Testing and Precision Care for the Future. Biomedicines 10 (12) (2022)
Erdal Tasci, Ying Zhuge, Harpreet Kaur, Kevin Camphausen, Andra Valentina Krauze
Hierarchical Voting-Based Feature Selection and Ensemble Learning Model Scheme for Glioma Grading with Clinical and Molecular Characteristics. International journal of molecular sciences 23 (22) (2022)
Maria Diaz Rosario, Harpreet Kaur, Erdal Tasci, Uma Shankavaram, Mary Sproull, Ying Zhuge, Kevin Camphausen, Andra Valentina Krauze
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 12 (9) (2022)
Erdal Tasci, Caner Uluturk, Aybars Ugur
A voting-based ensemble deep learning method focusing on image augmentation and preprocessing variations for tuberculosis detection. Neural computing & applications (2021)