Research
On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

Trend · papers per month

count% of corpus
0111 · Apr 202019922001200920172026
2 results for “ultra-widefield”
Optic disc and fovea localisation in ultra-widefield scanning laser ophthalmoscope images captured in multiple modalitieseess.IV

Convolutional neural network localizes OD and fovea in UWFoV-SLO images.

problem Localizing optic disc and fovea centers in ultra-widefield retinal images.
method Convolutional neural network trained on reflectance and autofluorescence images.
result 99.4% OD localisation accuracy and 99.1% fovea localisation accuracy.
retinal imagingultra-widefieldconvolutional neural networkoptic discfovea
2020-04-24abs ↗pdf ↗
CeCNN: Copula-enhanced convolutional neural networks in joint prediction of refraction error and axial length based on ultra-widefield fundus imagescs.CV

CeCNN predicts SE and AL from UWF images, improving myopia screening.

problem Predicting axial length and spherical equivalence from UWF fundus images.
method Copula-enhanced Convolutional Neural Network (CeCNN) for multiresponse regression.
result CeCNN improves prediction of SE and AL compared to baseline CNNs.
myopia screeningUWF fundus imagesCopulaConvolutional Neural Networkaxial length
2023-11-07abs ↗pdf ↗