Predicting Modified Rankin Scale Scores of Ischemic Stroke Patients Using Radiomics Features and Machine Learning. - Meryem Sahin Erdogan; Esra Sümer; Federico Villagra; Esin Öztürk-Isik; Otar Akanyeti; Hale Saybasili (UKCI, 2022)

Clinical Outcome Prediction Pipeline for Ischemic Stroke Patients Using Radiomics Features and Machine Learning. - Meryem Sahin Erdogan; Esra Sümer; Federico Villagra; Esin Öztürk-Isik; Otar Akanyeti; Hale Saybasili (UKCI, 2023)

Post-hoc eXplainable AI methods for analyzing medical images of gliomas ( - A review for clinical applications). - Hamail Ayaz; Esra Sümer; Esin Ozturk-Isik; Thomas C. Booth; David Tormey; Ian McLoughlin; Saritha Unnikrishnan (Comput. Biol. Medicine, 2025)