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Journal of Clinical Medicine|September 14, 2024
Platelet Metabolites as Candidate Biomarkers in Sepsis Diagnosis and Management Using the Proposed Explainable Artificial Intelligence ApproachFatma Hilal Yagin, Umran Aygun, Abdulmohsen Algarni, et al.
Medicina (Kaunas, Lithuania)|March 27, 2025
Untargeted Lipidomic Biomarkers for Liver Cancer Diagnosis: A Tree-Based Machine Learning Model Enhanced by Explainable Artificial IntelligenceCemil Colak, Fatma Hilal Yagin, Abdulmohsen Algarni, et al.
Acta Cardiologica|May 28, 2013
Subclinical diastolic dysfunction in children with Wilson's disease assessed by tissue Doppler echocardiography: a possible early predictor of cardiac involvementOzlem Elkiran, Cemsit Karakurt, Ayse Selimoglu, et al.
World Journal of Clinical Cases|March 23, 2018
Assessment of clinical and pathological features of patients who underwent thyroid surgery: A retrospective clinical studyArif Emre, Sami Akbulut, Mehmet Sertkaya, et al.
International Journal of Psychiatry in Clinical Practice|June 12, 2014
Investigation of attention deficit and hyperactivity disorder in adult patients with atopic dermatitisDemet Cicek, Basak Kandi, Selma Bakar Dertlioglu, et al.
Pharmaceuticals (Basel, Switzerland)|July 30, 2025
Precision Enhanced Bioactivity Prediction of Tyrosine Kinase Inhibitors by Integrating Deep Learning and Molecular Fingerprints Towards Cost-Effective and Targeted Cancer TherapyFatma Hilal Yagin, Yasin Gormez, Cemil Colak, et al.
BMC Emergency Medicine|November 29, 2025
Accuracy is not enough: explainable boosting machine model and identification of candidate biomarkers for real-time sepsis risk assessment in the emergency departmentFatma Hilal Yagin, Umran Aygun, Cemil Colak, et al.
Pharmaceuticals (Basel, Switzerland)|November 27, 2025
Machine Learning-Integrated Explainable Artificial Intelligence Approach for Predicting Steroid Resistance in Pediatric Nephrotic Syndrome: A Metabolomic Biomarker Discovery StudyFatma Hilal Yagin, Feyza Inceoglu, Cemil Colak, et al.
Pathology Oncology Research : POR|October 21, 2016
The Role of CD90 in the Differential Diagnosis of Pleural Malignant Mesothelioma, Pulmonary Carcinoma and Comparison with CalretınınNurhan Sahin, Ayse Nur Akatli, Muhammet Reha Celik, et al.
Diagnostics (Basel, Switzerland)|November 13, 2025
Leveraging Explainable Automated Machine Learning (AutoML) and Metabolomics for Robust Diagnosis and Pathophysiological Insights in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS)Fatma Hilal Yagin, Cemil Colak, Fahaid Al-Hashem, et al.
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