Jinghui Wang

Uncertainty-aware neural network within sequential federated learning for segmentation of diabetic macular edema

The segmentation of spectral domain optical coherence tomography (SD-OCT) images for diabetic macular edema (DME) using deep learning technology has key challenges such as data privacy, computational cost, and information uncertainty. To address these, we present an uncertainty-informed neural network within sequential...