[PDF][PDF] Speeding up the quantification of Contrast Sensitivity functions using Multidimensional Bayesian Active Learning

S Shaffiey - 2022 - openscholarship.wustl.edu
… The contrast sensitivity function (CSF) is a visual measure that describes how … Bayesian
adaptive estimation [15] is the method that is used to estimate 4 parameters of the CSF function

the contrast sensitivity function: from laboratory to clinic

F Hou, ZL Lu, P Bex, A Reynaud - Frontiers in Neuroscience, 2021 - frontiersin.org
… The contrast sensitivity function (CSF) describes how sensitivity (1/contrast threshold) to
narrow-… Some of the submitted works explored new methods for efficient CSF measurement. The …

Hierarchical Bayesian modeling of contrast sensitivity functions in a within-subject design

Y Zhao, LA Lesmes, F Hou, ZL Lu - Journal of Vision, 2021 - jov.arvojournals.org
… Recent development of the quick contrast sensitivity function (qCSF) method has made it …
efficient contrast sensitivity function (CSF) assessment. To improve statistical inference on CSF

Quantitative contrast sensitivity test to assess visual function in central serous chorioretinopathy

F Vingopoulos, I Garg, EL Kim, M Thomas… - British Journal of …, 2023 - bjo.bmj.com
contrast sensitivity function method to characterise the full … ) and used to measure contrast
sensitivity function (CSF) in retinal … An adaptive Bayesian active learning algorithm used a one-…

Contrast sensitivity function in patients with macular disease and good visual acuity

KM Wai, F Vingopoulos, I Garg, M Kasetty… - British Journal of …, 2022 - bjo.bmj.com
… the quick CSF (qCSF) method to measure visual function in … the Manifold Platform (Adaptive
Sensory Technology, San … device uses an adaptive computerised Bayesian algorithm to …

Mapping the contrast sensitivity of the visual field with bayesian adaptive qVFM

P Xu, LA Lesmes, D Yu, ZL Lu - Frontiers in Neuroscience, 2020 - frontiersin.org
… In this study, we extended the qVFM method to measure contrast sensitivity across the visual
field. In both simulations and psychophysics, we sampled 64 visual field locations (48 x 48 …

[HTML][HTML] Evaluating Contrast Sensitivity in Early and Intermediate Age-Related Macular Degeneration With the Quick Contrast Sensitivity Function

P Anders, GL Traber, U Hall… - … & Visual Science, 2023 - tvst.arvojournals.org
… A new approach, which delivers precise CSFs within less … -based quick CSF method (qCSF),
which uses Bayesian inference to … functions, the authors decided to characterize the CSF as …

[HTML][HTML] Contrast response function estimation with nonparametric Bayesian active learning

DCP Marticorena, QW Wong, J Browning… - Journal of …, 2024 - iovs.arvojournals.org
… The result is a highly flexible but relatively inefficient CSF estimation method. Such … contrast
sensitivity function (MLCSF) as our functional estimate comparable to other CSF estimation

[HTML][HTML] Relationship of contrast sensitivity measured using quick contrast sensitivity function with other visual functions in a low vision population

A Stalin, K Dalton - Investigative ophthalmology & visual …, 2020 - jov.arvojournals.org
… The traditional methods for measuring full CS functions (… the feasibility of using the quick
CSF method in a low vision … conventional methods by applying a Bayesian adaptive algorithm …

[PDF][PDF] Contrast Sensitivity Function in Cataract Disease measured with Active Learning

A Bannerman, M Kasetty… - … & Visual Science, 2021 - adaptivesensorytech.com
… Purpose:To characterize contrast sensitivity function (CSF) in … We propose that novel
Bayesian analytics can reduce the … employing a novel active learning quick CSF (qCSF) method. …