[HTML][HTML] Visualization of optic nerve structural patterns in papilledema using deep learning variational autoencoders

EF Linton, BA Johnson, MJ Kupersmith… - … vision science & …, 2024 - iovs.arvojournals.org
Purpose: To visualize and quantify structural patterns of optic nerve edema encountered in
papilledema during treatment. Methods: A novel bi-channel deep-learning variational …

Deep learning–based retinal nerve fiber layer thickness measurement of murine eyes

R Ma, Y Liu, Y Tao, KA Alawa… - … vision science & …, 2021 - tvst.arvojournals.org
Purpose: To design a robust and automated estimation method for measuring the retinal
nerve fiber layer (RNFL) thickness using spectral domain optical coherence tomography (SD …

[HTML][HTML] Classifying and quantifying changes in papilloedema using machine learning

J Branco, JK Wang, T Elze, MK Garvin… - BMJ neurology …, 2024 - ncbi.nlm.nih.gov
Background Machine learning (ML) can differentiate papilloedema from normal optic discs
using fundus photos. Currently, papilloedema severity is assessed using the descriptive …

A Few-shot custom CNN Model for Retinal Nerve Fibre Layer Thickness Measurement in OCT Images of Epilepsy

R Muhammad, MM Boukar… - … , Data Sciences and …, 2024 - ieeexplore.ieee.org
This study aims to assess the effectiveness of employing deep learning models for
measuring retinal nerve fiber layer (RNFL) thickness in optical coherence tomography (OCT) …

[图书][B] Deep-learning-based differentiation between the causes of optic disc swelling using OCT and fundus photographs

MS Islam - 2021 - search.proquest.com
Swelling of the optic disc can be caused due to several underlying reasons among which
some are life-threatening while some are benign. The correct determination of the cause of …