Burcu Bakir-Gungor — Papers on Cortexa

crossrefApplied Sciences2026-07-09

Discovering Potential Taxonomic Biomarkers of Gastrointestinal Cancers from Various Human Microbiota via G-S-M Machine Learning Approach

Beyza Canakcimaksutoglu, Nur Sebnem Ersoz, Burcu Bakir-Gungor, Malik Yousef

Analysis of microbial abundance profiles offers significant potential for improving cancer prediction and candidate biomarker discovery. This study aimed to identify cancer-associated microbial biomarkers across five gastrointestinal (GI) cancers: head and neck, esophagus, stomac…

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crossrefApplied Sciences2025-08-21Cited by 6

Machine Learning-Based Prediction of Autism Spectrum Disorder and Discovery of Related Metagenomic Biomarkers with Explainable AI

Mustafa Temiz, Burcu Bakir-Gungor, Nur Ersoz, Malik Yousef

Background: Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder characterized by social communication deficits and repetitive behaviors. Recent studies have suggested that gut microbiota may play a role in the pathophysiology of ASD. This study aims to develop…

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