Search Results for author:
Found 4 papers, 0 papers with code
Optimizing Retinal Prosthetic Stimuli with Conditional Invertible Neural Networks
However, the information transmission between the camera and retinal cells is often limited by the low resolution of the electrode array and the lack of specificity for different ganglion cell types, resulting in suboptimal stimulations.
Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation
Modern biomedical image analysis using deep learning often encounters the challenge of limited annotated data.
A Deep Learning-based in silico Framework for Optimization on Retinal Prosthetic Stimulation
The pre-trained retinal implant model is also a U-Net, which is trained to mimic the biomimetic perceptual model implemented in pulse2percept.
Multiscale Softmax Cross Entropy for Fovea Localization on Color Fundus Photography
Fovea localization is one of the most popular tasks in ophthalmic medical image analysis, where the coordinates of the center point of the macula lutea, i. e. fovea centralis, should be calculated based on color fundus images.
