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Open access Aug 2026

Integrative Analysis of Genome Data Using Deep Embedded Clustering to Identify Population Stratification and Functional Gene Modules

AbstractIntroduction: Next-Generation Sequencing (NGS) data analysis faces computational challenges due to high dimensionality. Traditional clustering methods fail to capture biological complexity in human genetic variation. This study introduces Deep Embedded Clustering (DEC) for genomic pattern discovery.Methods: Thi...

U. Toprak, E. Coşgun, Beyza Doğanay Erdoğan · 0 citations
Aug 2026

Computed Tomography-Derived Depth of Invasion in Lip Squamous Cell Carcinoma: Radiologic-Pathologic Correlation and Measurement Reproducibility.

CT-derived DOI was reproducible in measurable lip squamous cell carcinomas but was not interchangeable with pDOI, and should be used as an adjunctive preoperative estimate rather than as a stand-alone basis for DOI-based staging or surgical management.

R. Gündoğdu, U. Toprak, E. Emekli et al. · 0 citations

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