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Emek Güldoğan

5PUBLICATIONS

21CO-AUTHORS

Proteomics and metabolomicsInformation systems development methodologies and practicePredictive and prognostic markersCellular immunologyCondensed matter characterisation technique development

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Publications (5)

Sort by Publication Date:

|Jun 12, 2026

Explainable Boosting Machine in Sepsis Prediction Using Platelet Metabolomics: An Interpretable Machine Learning Approach.

|Mar 28, 2026

Explainable Meta-Learning Ensemble Framework for Predicting Insulin Dose Adjustments in Diabetic Patients: A Comparative Machine Learning Approach with SHAP-Based Clinical Interpretability.

Emek Guldogan, Burak Yagin, Hasan Ucuzal

|Jun 27, 2025

Interpretable Machine Learning for Serum-Based Metabolomics in Breast Cancer Diagnostics: Insights from Multi-Objective Feature Selection-Driven LightGBM-SHAP Models.

Emek Guldogan, Fatma Hilal Yagin, Hasan Ucuzal

|May 23, 2022

A Retrospective Evaluation of Serological Results of Cystic Echinococcosis Suspected Cases Admitted to Adıyaman Training and Research Hospital Between 2013-2020

Tuncay Çelik, Cüret Alev, Sadık Akgün

|Aug 24, 2021

Multi-parameter-based radiological diagnosis of Chiari Malformation using Machine Learning Technology.

Bora Tetik, Güleç Mert Doğan, Ramazan Paşahan

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Frequent Collaborators

2 joint publications

Fahaid Al-Hashem

2 joint publications

Burak Yagin

2 joint publications

Fatma Hilal Yagin

1 joint publications

Amal K Alkhalifa

1 joint publications

Güleç Mert Doğan

1 joint publications

Ramazan Paşahan

1 joint publications

Mehmet Akif Durak

1 joint publications

Kaya Saraç

1 joint publications

Çağatay Önal

1 joint publications

Tuncay Çelik

Frequent Collaborators

2 joint publications

Fahaid Al-Hashem

2 joint publications

Burak Yagin

2 joint publications

Fatma Hilal Yagin

1 joint publications

Amal K Alkhalifa

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