Emek Güldoğan

6PUBLICATIONS
23CO-AUTHORS
Predictive and prognostic markersProteomics and metabolomicsInformation systems development methodologies and practiceCellular immunologyCondensed matter characterisation technique development
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Publications (6)

|Aug 27, 2026
A Leakage-Free Survival-Modelling Benchmark for Hepatocellular Carcinoma Recurrence After Liver Transplantation: Nested Cross-Validation Against the Milan Criteria.

|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

Cemil Colak