Rapid and reliable assessment of the contrast sensitivity function on an iPad.

PURPOSE Letter acuity, the predominant clinical assessment of vision, is relatively insensitive to slow vision loss caused by eye disease. While the contrast sensitivity function (CSF) has demonstrated the potential to monitor the slow progress of blinding eye diseases, current tests of CSF lack the reliability or ease-of-use to capture changes in vision timely. To improve the current state of home testing for vision, we have developed and validated a computerized adaptive test on a commercial tablet device (iPad) that provides an efficient and easy-to-use assessment of the CSF. METHODS We evaluated the reliability, accuracy, and flexibility of tablet-based CSF assessment. Repeated tablet-based assessments of the spatial CSF, obtained from four normally-sighted observers, which each took 3 to 5 minutes, were compared to measures obtained on CRT-based laboratory equipment; additional tablet-based measures were obtained from six subjects under three different luminance conditions. RESULTS A Bland-Altman analysis demonstrated that tablet-based assessment was reliable for estimating sensitivities at specific spatial frequencies (coefficient of repeatability 0.14-0.40 log units). The CRT- and tablet-based results demonstrated excellent agreement with absolute mean sensitivity differences <0.05 log units. The tablet-based test also reliably identified changes in contrast sensitivity due to different luminance conditions. CONCLUSIONS We demonstrate that CSF assessment on a mobile device is indistinguishable from that obtained with specialized laboratory equipment. We also demonstrate better reliability than tests used currently for clinical trials of ophthalmic therapies, drugs, and devices.

[1]  Manuel Menezes de Oliveira Neto,et al.  CATRA: interactive measuring and modeling of cataracts , 2011, ACM Trans. Graph..

[2]  D Regan,et al.  Contrast sensitivity, visual acuity and the discrimination of Snellen letters in multiple sclerosis. , 1981, Brain : a journal of neurology.

[3]  D. Verma,et al.  Age related macular degeneration: Authors' reply , 2003, BMJ : British Medical Journal.

[4]  Zhong-Lin Lu,et al.  Generating high gray-level resolution monochrome displays with conventional computer graphics cards and color monitors , 2003, Journal of Neuroscience Methods.

[5]  James Loughman,et al.  Visual Performance in Patients with Neovascular Age-Related Macular Degeneration Undergoing Treatment with Intravitreal Ranibizumab , 2013, Journal of ophthalmology.

[6]  A. Watson,et al.  The optimal motion stimulus , 1995, Vision Research.

[7]  Jesse Richman,et al.  Contrast sensitivity basics and a critique of currently available tests. , 2013, Journal of cataract and refractive surgery.

[8]  S. Lord,et al.  Visual Risk Factors for Falls in Older People , 2001, Age and ageing.

[9]  A. M. Rohaly,et al.  Modeling the contrast-sensitivity functions of older adults. , 1993, Journal of the Optical Society of America. A, Optics and image science.

[10]  Donald L. Budenz,et al.  Risk Factors for Tube Shunt Exposure: A Matched Case-Control Study , 2013, Journal of ophthalmology.

[11]  Usha Chakravarthy,et al.  Age related macular degeneration , 2003, BMJ : British Medical Journal.

[12]  R C Kleiner,et al.  Contrast sensitivity in age-related macular degeneration. , 1988, Archives of ophthalmology.

[13]  Denis G. Pelli,et al.  THE DESIGN OF A NEW LETTER CHART FOR MEASURING CONTRAST SENSITIVITY , 1988 .

[14]  M. A. Bouman,et al.  Spatiotemporal modulation transfer in the human eye. , 1967, Journal of the Optical Society of America.

[15]  Cynthia Owsley Contrast sensitivity. , 2003, Ophthalmology clinics of North America.

[16]  C. Tyler,et al.  Bayesian adaptive estimation of psychometric slope and threshold , 1999, Vision Research.

[17]  Frank Sposaro,et al.  iWander: An Android application for dementia patients , 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

[18]  R Hilz,et al.  Functional organization of the peripheral retina: sensitivity to periodic stimuli. , 1974, Vision research.

[19]  D. Altman,et al.  Measuring agreement in method comparison studies , 1999, Statistical methods in medical research.

[20]  R. Trevino Recent progress in macular function self‐assessment , 2008, Ophthalmic & physiological optics : the journal of the British College of Ophthalmic Opticians.

[21]  M. Iester,et al.  Low spatial-contrast sensitivity in dry eyes. , 1998, Cornea.

[22]  T Caelli,et al.  Contrast sensitivity in diabetics with retinopathy and cataract. , 2007, Australian journal of ophthalmology.

[23]  Lloyd Paul Aiello,et al.  Telemedicine and diabetic retinopathy: moving beyond retinal screening. , 2011, Archives of ophthalmology.

[24]  Tuomas J. Lukka,et al.  Bayesian adaptive estimation: The next dimension , 2006 .

[25]  C. Owsley,et al.  Contrast sensitivity, acuity, and the perception of 'real-world' targets. , 1987, The British journal of ophthalmology.

[26]  Karl Citek,et al.  Reliability of a computer-based system for measuring visual performance skills. , 2011, Optometry.

[27]  L G Carney,et al.  Visual performance in high myopia. , 1990, Current eye research.

[28]  L. Thibos,et al.  Contrast sensitivity in humans with abnormal visual experience. , 1975, The Journal of physiology.

[29]  H. Quigley Number of people with glaucoma worldwide. , 1996, The British journal of ophthalmology.

[30]  Luis A. Lesmes,et al.  Visual Function Endpoints to Enable Dry AMD Clinical Trials. , 2013, Drug discovery today. Therapeutic strategies.

[31]  R L Stamper,et al.  The effect of glaucoma on central visual function. , 1984, Transactions of the American Ophthalmological Society.

[32]  Karen Bandeen-Roche,et al.  A prospective, population-based study of the role of visual impairment in motor vehicle crashes among older drivers: the SEE study. , 2007, Investigative ophthalmology & visual science.

[33]  Aaron S. Andalman,et al.  Vision Following Extended Congenital Blindness , 2006, Psychological science.

[34]  L. Cimino,et al.  Improvement of spatial contrast sensitivity threshold after surgical reduction of intraocular pressure in unilateral high-tension glaucoma. , 2009, Investigative ophthalmology & visual science.

[35]  J. Sjöstrand,et al.  Impairment of contrast sensitivity function (CSF) as a measure of disability glare. , 1986, Investigative ophthalmology & visual science.

[36]  Donald C Fletcher,et al.  Visual Function in Patients With Choroidal Neovascularization Resulting From Age-Related Macular Degeneration: The Importance of Looking Beyond Visual Acuity , 2006, Optometry and vision science : official publication of the American Academy of Optometry.

[37]  N. Bressler,et al.  Responsiveness of NEI VFQ-25 to changes in visual acuity in neovascular AMD: validation studies from two phase 3 clinical trials. , 2009, Investigative ophthalmology & visual science.

[38]  H. Quigley,et al.  The number of people with glaucoma worldwide in 2010 and 2020 , 2006, British Journal of Ophthalmology.

[39]  R. Klein,et al.  The economic burden of major adult visual disorders in the United States. , 2006, Archives of ophthalmology.

[40]  S. Cousens,et al.  Computerized repeating and averaging improve the test-retest variability of ETDRS visual acuity measurements: implications for sensitivity and specificity. , 2011, Investigative ophthalmology & visual science.

[41]  Zhong-Lin Lu,et al.  Bayesian adaptive estimation of the contrast sensitivity function: the quick CSF method. , 2010, Journal of vision.

[42]  C A Hazel,et al.  The usefulness of Vistech and FACT contrast sensitivity charts for cataract and refractive surgery outcomes research , 2003, The British journal of ophthalmology.

[43]  Christopher Adams,et al.  Spending on New Drug Development , 2008 .

[44]  Alain Golay,et al.  Risk factors associated with contrast sensitivity loss in diabetic patients , 1996, Graefe's Archive for Clinical and Experimental Ophthalmology.

[45]  A. Watson,et al.  A standard model for foveal detection of spatial contrast. , 2005, Journal of vision.

[46]  B Drum,et al.  Assessment of visual performance in the evaluation of new medical products. , 2007, Drug discovery today. Technologies.

[47]  V Zemon,et al.  Contrast sensitivity testing: A more complete assessment of vision , 1989, Journal of cataract and refractive surgery.

[48]  Jack J. Purdum,et al.  C programming guide , 1983 .

[49]  F. Wei,et al.  Falls in the community: state of the science , 2013, Clinical interventions in aging.

[50]  Manuel Menezes de Oliveira Neto,et al.  NETRA: interactive display for estimating refractive errors and focal range , 2010, ACM Trans. Graph..

[51]  Illhoi Yoo,et al.  A Systematic Review of Healthcare Applications for Smartphones , 2012, BMC Medical Informatics and Decision Making.

[52]  Jae-Hyoung Cho,et al.  Mobile communication using a mobile phone with a glucometer for glucose control in Type 2 patients with diabetes: as effective as an Internet-based glucose monitoring system , 2009, Journal of telemedicine and telecare.

[53]  Kazuya Okamoto,et al.  Reliability and validity of gait analysis by android-based smartphone. , 2012, Telemedicine journal and e-health : the official journal of the American Telemedicine Association.

[54]  David N Breslauer,et al.  Mobile Phone Based Clinical Microscopy for Global Health Applications , 2009, PloS one.

[55]  Dave Shreiner,et al.  The OpenGL ES 2.0 programming guide , 2008 .

[56]  Frans W. Cornelissen,et al.  GRONINGEN EDGE CONTRAST CHART (GECKO) AND GLARE MEASUREMENTS , 1994 .

[57]  Rémy Allard,et al.  The noisy-bit method for digital displays: Converting a 256 luminance resolution into a continuous resolution , 2008, Behavior research methods.

[58]  F. Ferris,et al.  Report from the NEI/FDA Ophthalmic Clinical Trial Design and Endpoints Symposium. , 2008, Investigative ophthalmology & visual science.

[59]  Chang-Bing Huang,et al.  qCSF in clinical application: efficient characterization and classification of contrast sensitivity functions in amblyopia. , 2010, Investigative ophthalmology & visual science.

[60]  Russell L. Woods,et al.  The role of contrast sensitivity charts and contrast letter charts in clinical practice , 1995 .

[61]  Ivan Bodis-Wollner,et al.  Visual Acuity and Contrast Sensitivity in Patients with Cerebral Lesions , 1972, Science.

[62]  A J Bron,et al.  Contrast sensitivity and visual disability in chronic simple glaucoma. , 1984, The British journal of ophthalmology.

[63]  David L. Smith,et al.  Quantifying the Impact of Human Mobility on Malaria , 2012, Science.