TY - JOUR
T1 - Response times across the visual field
T2 - empirical observations and application to threshold determination
AU - McKendrick, Allison M
AU - Denniss, Jonathan
AU - Turpin, Andrew
N1 - Copyright © 2014 Elsevier Ltd. All rights reserved.
PY - 2014/8
Y1 - 2014/8
N2 - This study aimed to determine if response times gathered during perimetry can be exploited within a thresholding algorithm to improve the speed and accuracy of the test. Frequency of seeing (FoS) curves were measured at 24 locations across the central 30° of the visual field of 10 subjects using a Method of Constant Stimuli, with response times recorded for each presentation. Spatial locations were interleaved, and built up over multiple 5-min blocks, in order to mimic the attentional conditions of clinical perimetry. FoS curves were fitted to each participant's data for each location, and response times derived as a function of distance-from-threshold normalised to the slope of each FoS curve. This data was then used to derive a function for the probability of observing response times given the distance-from-threshold, and to seed simulations of a new test procedure (BURTO) that exploited the probability function for stimulus placement. Test time and error were then simulated for patients with various false response rates. When compared with a ZEST algorithm, simulations revealed that BURTO was about one presentation per location faster than ZEST, on average, while sacrificing less precision and bias in threshold estimates than simply terminating the ZEST earlier. Despite response times varying considerably for a given individual and their thresholds, response times can be exploited to reduce the number of presentations required in a visual field test without loss of accuracy.
AB - This study aimed to determine if response times gathered during perimetry can be exploited within a thresholding algorithm to improve the speed and accuracy of the test. Frequency of seeing (FoS) curves were measured at 24 locations across the central 30° of the visual field of 10 subjects using a Method of Constant Stimuli, with response times recorded for each presentation. Spatial locations were interleaved, and built up over multiple 5-min blocks, in order to mimic the attentional conditions of clinical perimetry. FoS curves were fitted to each participant's data for each location, and response times derived as a function of distance-from-threshold normalised to the slope of each FoS curve. This data was then used to derive a function for the probability of observing response times given the distance-from-threshold, and to seed simulations of a new test procedure (BURTO) that exploited the probability function for stimulus placement. Test time and error were then simulated for patients with various false response rates. When compared with a ZEST algorithm, simulations revealed that BURTO was about one presentation per location faster than ZEST, on average, while sacrificing less precision and bias in threshold estimates than simply terminating the ZEST earlier. Despite response times varying considerably for a given individual and their thresholds, response times can be exploited to reduce the number of presentations required in a visual field test without loss of accuracy.
KW - Adult
KW - Algorithms
KW - Analysis of Variance
KW - Empirical Research
KW - Female
KW - Humans
KW - Male
KW - Photic Stimulation/methods
KW - Psychometrics
KW - Reaction Time/physiology
KW - Reproducibility of Results
KW - Sensory Thresholds/physiology
KW - Visual Field Tests/methods
KW - Visual Fields/physiology
U2 - 10.1016/j.visres.2014.04.013
DO - 10.1016/j.visres.2014.04.013
M3 - Article
C2 - 24802595
SN - 0042-6989
VL - 101
SP - 1
EP - 10
JO - Vision Research
JF - Vision Research
ER -