Development of Visual Field Screening Procedures: A Case Study of the Octopus Perimeter
Author(s) -
Andrew Turpin,
Jonathan S. Myers,
Allison M. McKendrick
Publication year - 2016
Publication title -
translational vision science and technology
Language(s) - English
Resource type - Journals
ISSN - 2164-2591
DOI - 10.1167/tvst.5.3.3
Subject(s) - octopus (software) , perimeter , visual field , glaucoma , percentile , computer science , artificial intelligence , ranking (information retrieval) , sensitivity (control systems) , visual inspection , blind spot , optometry , pattern recognition (psychology) , statistics , medicine , mathematics , ophthalmology , engineering , physics , geometry , quantum mechanics , electronic engineering
PURPOSE: We develop a methodology for designing perimetric screening procedures, using Octopus perimeters as a case study. METHODS: The process has three stages: analytically determining specificity and number of presentations required for different multisampling suprathreshold schemes at a single location of the visual field, ranking visual field locations by their positive predictive value (PPV) for glaucoma, and determining a pass/fail criteria for the test. For the case study the Octopus G-program visual field test pattern is used, and a dataset of 385 glaucoma and 86 normal patients. RESULTS: Using a 1-of-3 sampling strategy at a level equal to the 95 percentile of normal observers gave the most robust specificity under the influences of false-negative responses using an average of 1.5 presentations per location. The PPV analysis gave 19 locations that completely classified our glaucomatous data. A further 9 points were added to screen for nonglaucomatous loss. The final stage found that insisting that 3 locations are missed for the screening to fail gave a simulated specificity and sensitivity of approximately 95% for unreliable responders. CONCLUSIONS: Our method gives a principled approach to choosing between the many parameters of a visual field screening procedure. We have developed a procedure for the Octopus that should terminate in less than 1 minute for normal observers with high specificity and sensitivity to glaucoma. TRANSLATIONAL RELEVANCE: Visual field screening is used in community settings and eye care practice. This study provides a principled approach to the development of such screening procedures and details a new procedure
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