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ORCIDSerdar Bozdag
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- affiliation: University of North Texas, Denton, TX, USA
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2020 – today
- 2025
[j12]Maryam Akhavan Aghdam, Serdar Bozdag, Fahad Saeed:
Machine-learning models for Alzheimer's disease diagnosis using neuroimaging data: survey, reproducibility, and generalizability evaluation. Brain Informatics 12(1): 8 (2025)- [i5]Mohammad Al Olaimat, Serdar Bozdag:
CAAT-EHR: Cross-Attentional Autoregressive Transformer for Multimodal Electronic Health Record Embeddings. CoRR abs/2501.18891 (2025) - 2024
- [j11]Mohammad Al Olaimat
, Serdar Bozdag:
TA-RNN: an attention-based time-aware recurrent neural network architecture for electronic health records. Bioinform. 40(Supplement_1): i169-i179 (2024) - [c11]Maryam Akhavan Aghdam, Serdar Bozdag, Fahad Saeed:
Pvtad: Alzheimer's Disease Diagnosis Using Pyramid Vision Transformer Applied to White Matter of T1-Weighted Structural Mri Data. ISBI 2024: 1-4 - [i4]Mohammad Al Olaimat, Serdar Bozdag, Alzheimer's Disease Neuroimaging Initiative:
TA-RNN: an Attention-based Time-aware Recurrent Neural Network Architecture for Electronic Health Records. CoRR abs/2401.14694 (2024) - [i3]Cagri Ozdemir, Mohammad Al Olaimat, Yashu Vashishath, Serdar Bozdag, Alzheimer's Disease Neuroimaging Initiative:
IGCN: Integrative Graph Convolutional Networks for Multi-modal Data. CoRR abs/2401.17612 (2024) - [i2]Aviad Susman, Rupak Krishnamurthy, Yan Chak Li, Mohammad Al Olaimat, Serdar Bozdag, Bino A. Varghese, Nasim Sheikh-Bahaei, Gaurav Pandey:
Longitudinal Ensemble Integration for sequential classification with multimodal data. CoRR abs/2411.05983 (2024) - 2023
- [j10]Mohammad Al Olaimat, Jared Martinez, Fahad Saeed, Serdar Bozdag:
PPAD: a deep learning architecture to predict progression of Alzheimer's disease. Bioinform. 39(Supplement-1): 149-157 (2023) - [i1]Ziynet Nesibe Kesimoglu, Serdar Bozdag:
GRAF: Graph Attention-aware Fusion Networks. CoRR abs/2303.16781 (2023) - 2022
- [j9]Cagatay Dursun, Anne E. Kwitek, Serdar Bozdag:
PhenoGeneRanker: Gene and Phenotype Prioritization Using Multiplex Heterogeneous Networks. IEEE ACM Trans. Comput. Biol. Bioinform. 19(5): 2950-2962 (2022) - [c10]Tianren Yang, Mai A. Al-Duailij, Serdar Bozdag, Fahad Saeed:
Classification of Autism Spectrum Disorder Using rs-fMRI data and Graph Convolutional Networks. IEEE Big Data 2022: 3131-3138 - 2021
- [c9]Ziynet Nesibe Kesimoglu, Serdar Bozdag:
SUPREME: a cancer subtype prediction methodology integrating multiple biological datatypes using graph convolutional neural networks. BCB 2021: 83:1 - [c8]Yashu Vashishath, Serdar Bozdag:
GWAS analysis to compute genetic markers of progression to Alzheimer's disease. BCB 2021: 84:1 - 2020
- [c7]Banabithi Bose, Serdar Bozdag:
CTDPathSim: Cell line-tumor deconvoluted pathway-based similarity in the context of precision medicine in cancer. BCB 2020: 7:1-7:10 - [c6]Cagatay Dursun, Jennifer R. Smith, G. Thomas Hayman, Anne E. Kwitek, Serdar Bozdag:
NECo: A node embedding algorithm for multiplex heterogeneous networks. BIBM 2020: 146-149
2010 – 2019
- 2019
- [j8]Karl Stamm, Aoy Tomita-Mitchell, Serdar Bozdag:
GSEPD: a Bioconductor package for RNA-seq gene set enrichment and projection display. BMC Bioinform. 20(1): 115:1-115:6 (2019) - [c5]Cagatay Dursun, Naoki Shimoyama, Mary Shimoyama, Michael Schläppi, Serdar Bozdag:
PhenoGeneRanker: A Tool for Gene Prioritization Using Complete Multiplex Heterogeneous Networks. BCB 2019: 279-288 - [c4]Banabithi Bose, Serdar Bozdag:
miRDriver: A Tool to Infer Copy Number Derived miRNA-Gene Networks in Cancer. BCB 2019: 366-375 - 2018
- [j7]Duc Do, Serdar Bozdag:
Cancerin: A computational pipeline to infer cancer-associated ceRNA interaction networks. PLoS Comput. Biol. 14(7) (2018) - 2015
- [j6]Brittany A. Baur, Serdar Bozdag:
A Canonical Correlation Analysis-Based Dynamic Bayesian Network Prior to Infer Gene Regulatory Networks from Multiple Types of Biological Data. J. Comput. Biol. 22(4): 289-299 (2015) - 2013
- [j5]Stefano Lonardi, Denisa Duma, Matthew Alpert, Francesca Cordero, Marco Beccuti, Prasanna R. Bhat, Yonghui Wu, Gianfranco Ciardo, Burair Alsaihati, Yaqin Ma, Steve Wanamaker, Josh Resnik, Serdar Bozdag, Ming-Cheng Luo, Timothy J. Close:
Combinatorial Pooling Enables Selective Sequencing of the Barley Gene Space. PLoS Comput. Biol. 9(4) (2013) - [j4]Serdar Bozdag, Timothy J. Close, Stefano Lonardi:
A Graph-Theoretical Approach to the Selection of the Minimum Tiling Path from a Physical Map. IEEE ACM Trans. Comput. Biol. Bioinform. 10(2): 352-360 (2013) - [c3]Serdar Bozdag, Aiguo Li, Gregory Riddick, Yuri Kotliarov, Mehmet Baysan, Fabio M. Iwamoto, Margaret C. Cam, Svetlana Kotliarova, Howard A. Fine:
Age-Specific Signatures of Glioblastoma at the Genomic, Genetic, and Epigenetic levels. BCB 2013: 654 - 2010
- [j3]Serdar Bozdag, Aiguo Li, Stefan Wuchty, Howard A. Fine:
FastMEDUSA: a parallelized tool to infer gene regulatory networks. Bioinform. 26(14): 1792-1793 (2010) - [j2]Aiguo Li, Serdar Bozdag, Yuri Kotliarov, Howard A. Fine:
GliomaPredict: a clinically useful tool for assigning glioma patients to specific molecular subtypes. BMC Medical Informatics Decis. Mak. 10: 38 (2010)
2000 – 2009
- 2009
- [j1]Serdar Bozdag, Timothy J. Close, Stefano Lonardi:
A compartmentalized approach to the assembly of physical maps. BMC Bioinform. 10 (2009) - 2008
- [c2]Serdar Bozdag, Timothy J. Close, Stefano Lonardi:
Computing the Minimal Tiling Path from a Physical Map by Integer Linear Programming. WABI 2008: 148-161 - 2007
- [c1]Serdar Bozdag, Timothy J. Close, Stefano Lonardi:
A Compartmentalized Approach to the Assembly of Physical Maps. BIBE 2007: 218-225
Coauthor Index
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last updated on 2025-04-08 20:44 CEST by the dblp team
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