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Computer Methods and Programs in Biomedicine
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January 29, 2021
Prediction of death status on the course of treatment in SARS-COV-2 patients with deep learning and machine learning methods
Mehmet Kivrak, Emek Guldogan, Cemil Colak
Medicina (Kaunas, Lithuania)
|
March 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, et al.
Scientific Reports
|
December 13, 2023
A proposed tree-based explainable artificial intelligence approach for the prediction of angina pectoris
Emek Guldogan, Fatma Hilal Yagin, Abdulvahap Pinar, et al.
The Thoracic and Cardiovascular Surgeon
|
December 11, 2021
Prediction of Postcoronary Artery Bypass Grafting Atrial Fibrillation: POAFRiskScore Tool
Ahmet Kadir Arslan, Nevzat Erdil, Emek Guldogan, et al.
Diagnostics (Basel, Switzerland)
|
July 13, 2024
Hybrid Explainable Artificial Intelligence Models for Targeted Metabolomics Analysis of Diabetic Retinopathy
Fatma Hilal Yagin, Cemil Colak, Abdulmohsen Algarni, et al.
Eastern Mediterranean Health Journal = La Revue De Sante De La Mediterranee Orientale = Al-Majallah Al-Sihhiyah Li-Sharq Al-Mutawassit
|
October 7, 2022
Diagnostic and treatment outcomes of patients with pulmonary tuberculosis in the first year of COVID-19 pandemic
Yusuf Yakupogullari, Hilal Ermis, Zeynep Kazgan, et al.
Medicina (Kaunas, Lithuania)
|
June 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, et al.
European Journal of Integrative Medicine
|
November 17, 2020
The role of physical activity on mental health and quality of life during COVID-19 outbreak: A cross-sectional study
Filiz Ozdemir, Neslihan Cansel, Fatma Kizilay, et al.
Diagnostics (Basel, Switzerland)
|
June 12, 2026
Explainable Boosting Machine in Sepsis Prediction Using Platelet Metabolomics: An Interpretable Machine Learning Approach
Emek Guldogan, Burak Yagin, Yavuz Korkmaz, et al.
Frontiers in Psychology
|
June 15, 2026
What do we know about the effectiveness of the application of hybrid SE-TGfU model in physical education on learning outcomes: a systematic review and meta-analysis
Yalin Aygun, Sakir Tufekci, Hulusi Boke, et al.
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of 2
Search research articles
Search
Showing results (1-10 of 12) with videos related to
Sort By:
Page
of 2
Computer Methods and Programs in Biomedicine
|
January 29, 2021
Prediction of death status on the course of treatment in SARS-COV-2 patients with deep learning and machine learning methods
Mehmet Kivrak, Emek Guldogan, Cemil Colak
Medicina (Kaunas, Lithuania)
|
March 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, et al.
Scientific Reports
|
December 13, 2023
A proposed tree-based explainable artificial intelligence approach for the prediction of angina pectoris
Emek Guldogan, Fatma Hilal Yagin, Abdulvahap Pinar, et al.
The Thoracic and Cardiovascular Surgeon
|
December 11, 2021
Prediction of Postcoronary Artery Bypass Grafting Atrial Fibrillation: POAFRiskScore Tool
Ahmet Kadir Arslan, Nevzat Erdil, Emek Guldogan, et al.
Diagnostics (Basel, Switzerland)
|
July 13, 2024
Hybrid Explainable Artificial Intelligence Models for Targeted Metabolomics Analysis of Diabetic Retinopathy
Fatma Hilal Yagin, Cemil Colak, Abdulmohsen Algarni, et al.
Eastern Mediterranean Health Journal = La Revue De Sante De La Mediterranee Orientale = Al-Majallah Al-Sihhiyah Li-Sharq Al-Mutawassit
|
October 7, 2022
Diagnostic and treatment outcomes of patients with pulmonary tuberculosis in the first year of COVID-19 pandemic
Yusuf Yakupogullari, Hilal Ermis, Zeynep Kazgan, et al.
Medicina (Kaunas, Lithuania)
|
June 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, et al.
European Journal of Integrative Medicine
|
November 17, 2020
The role of physical activity on mental health and quality of life during COVID-19 outbreak: A cross-sectional study
Filiz Ozdemir, Neslihan Cansel, Fatma Kizilay, et al.
Diagnostics (Basel, Switzerland)
|
June 12, 2026
Explainable Boosting Machine in Sepsis Prediction Using Platelet Metabolomics: An Interpretable Machine Learning Approach
Emek Guldogan, Burak Yagin, Yavuz Korkmaz, et al.
Frontiers in Psychology
|
June 15, 2026
What do we know about the effectiveness of the application of hybrid SE-TGfU model in physical education on learning outcomes: a systematic review and meta-analysis
Yalin Aygun, Sakir Tufekci, Hulusi Boke, et al.
Page
of 2