Publications by authors named "Tina Diao"
Front Med (Lausanne)
December 2021
Article Synopsis
- - The study observes that the photopic negative response in electroretinograms (ERGs) is diminished in patients with optic neuropathies, but traditional measurement methods have hindered effective clinical usage.
- - Recent technological advancements allow for better ERG recordings in a clinical setting, and applying machine learning for time series classification may enhance the accuracy of diagnosing optic neuropathies by analyzing complete ERG waveforms.
- - While user-defined ERG features show significant reductions in optic neuropathy, their classification performance is only moderate, with machine learning models showing slightly better F1 scores, suggesting that larger studies are necessary to improve these diagnostic methods.
