2 papers
eess.IV2025
Learning to segment anatomy and lesions from disparately labeled sources in brain MRI
Meva Himmetoglu, Ilja Ciernik, Ender Konukoglu
Segmenting healthy tissue structures alongside lesions in brain Magnetic Resonance Images (MRI) remains a challenge for today's algorithms due to lesion-caused disruption of the an…
cs.CV2024
Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation?
Kerem Cekmeceli, Meva Himmetoglu, Guney I. Tombak +3
Neural networks achieve state-of-the-art performance in many supervised learning tasks when the training data distribution matches the test data distribution. However, their perfor…