1 code implementation • 20 Sep 2023 • Sharon Chokuwa, Muhammad H. Khan
Domain generalization for Diabetic Retinopathy (DR) classification allows a model to adeptly classify retinal images from previously unseen domains with various imaging conditions and patient demographics, thereby enhancing its applicability in a wide range of clinical environments.
1 code implementation • 18 Sep 2023 • Aleksandr Matsun, Dana O. Mohamed, Sharon Chokuwa, Muhammad Ridzuan, Mohammad Yaqub
Many domain generalization techniques were unsuccessful in learning domain-invariant representations due to the large domain shift.