Synopsis of recent research by authors named "Youmin Shin"
- Youmin Shin's recent research focuses on innovative applications of machine learning and deep learning in the medical field, particularly in predicting outcomes for patients with various conditions, including epilepsy and dry eye disease.
- One key study explores using interictal EEG data to predict drug refractoriness in temporal lobe epilepsy patients, highlighting the importance of early detection for potential surgical interventions.
- Another significant contribution includes the development of a fully automated deep learning grading system for assessing dry eye disease severity and a predictive model for subsequent hip fracture risks using CT imaging, aiming to enhance patient care through advanced predictive analytics.
