Serdar Bozdag

Orcid: 0000-0002-4813-4310

Affiliations:
  • University of North Texas, Denton, TX, USA


According to our database1, Serdar Bozdag authored at least 22 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
IGCN: Integrative Graph Convolutional Networks for Multi-modal Data.
CoRR, 2024

TA-RNN: an Attention-based Time-aware Recurrent Neural Network Architecture for Electronic Health Records.
CoRR, 2024

2023
GRAF: Graph Attention-aware Fusion Networks.
CoRR, 2023

PPAD: a deep learning architecture to predict progression of Alzheimer's disease.
Bioinform., 2023

2022
PhenoGeneRanker: Gene and Phenotype Prioritization Using Multiplex Heterogeneous Networks.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Classification of Autism Spectrum Disorder Using rs-fMRI data and Graph Convolutional Networks.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
GWAS analysis to compute genetic markers of progression to Alzheimer's disease.
Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

SUPREME: a cancer subtype prediction methodology integrating multiple biological datatypes using graph convolutional neural networks.
Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

2020
NECo: A node embedding algorithm for multiplex heterogeneous networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

CTDPathSim: Cell line-tumor deconvoluted pathway-based similarity in the context of precision medicine in cancer.
Proceedings of the BCB '20: 11th ACM International Conference on Bioinformatics, 2020

2019
GSEPD: a Bioconductor package for RNA-seq gene set enrichment and projection display.
BMC Bioinform., 2019

PhenoGeneRanker: A Tool for Gene Prioritization Using Complete Multiplex Heterogeneous Networks.
Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

miRDriver: A Tool to Infer Copy Number Derived miRNA-Gene Networks in Cancer.
Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

2018
Cancerin: A computational pipeline to infer cancer-associated ceRNA interaction networks.
PLoS Comput. Biol., 2018

2015
A Canonical Correlation Analysis-Based Dynamic Bayesian Network Prior to Infer Gene Regulatory Networks from Multiple Types of Biological Data.
J. Comput. Biol., 2015

2013
A Graph-Theoretical Approach to the Selection of the Minimum Tiling Path from a Physical Map.
IEEE ACM Trans. Comput. Biol. Bioinform., 2013

Combinatorial Pooling Enables Selective Sequencing of the Barley Gene Space.
PLoS Comput. Biol., 2013

Age-Specific Signatures of Glioblastoma at the Genomic, Genetic, and Epigenetic levels.
Proceedings of the ACM Conference on Bioinformatics, 2013

2010
GliomaPredict: a clinically useful tool for assigning glioma patients to specific molecular subtypes.
BMC Medical Informatics Decis. Mak., 2010

FastMEDUSA: a parallelized tool to infer gene regulatory networks.
Bioinform., 2010

2009
A compartmentalized approach to the assembly of physical maps.
BMC Bioinform., 2009

2008
Computing the Minimal Tiling Path from a Physical Map by Integer Linear Programming.
Proceedings of the Algorithms in Bioinformatics, 8th International Workshop, 2008


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