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Ramamurthy D, Srinivasan S, Chamarty S, Velappan T, Verkicharla PK, Samuel Paulraj AK. Smart Devices in Optometry: Current and Future Perspectives to Clinical Optometry. CLINICAL OPTOMETRY 2024; 16:169-190. [PMID: 39100732 PMCID: PMC11296370 DOI: 10.2147/opto.s447554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 06/18/2024] [Indexed: 08/06/2024]
Abstract
There is a huge unmet need for eye care with more than a hundred million people living without basic eye care services and facilities. There is an exigency to deploy adequate resources in terms of manpower and equipment to address this. The usage of smart devices in optometry and eye care practice has been gaining momentum for last half a decade, due to the COVID-19 pandemic and technological advancements in telemedicine. These smart devices will help facilitate remote monitoring of important visual functions, ocular signs and symptoms, thus providing better eye care services and facilities and promoting outreach services. Smart devices in optometry exist in the form of gadgets that can be worn in the wrist, and spectacle-mounted or head-mounted devices. On the other hand, with the ubiquitous nature of smartphones, a large number of smartphone applications have been developed and tested for advanced optometry and primary eye care practice, which may potentially reduce the burden of inadequate resources and the unmet need for eye care. This article aims to give an overview of the current trends and future perspectives on the application of such smart devices in optometric practice.
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Affiliation(s)
- Dharani Ramamurthy
- Department of Optometry, Faculty of Medical & Health Sciences, SRM Medical College Hospital & Research Centre, SRM Institute of Science and Technology, Chennai, Tamil Nadu, 603203, India
| | | | - Sruthi Chamarty
- Myopia Research Lab, Brien Holden Institute of Optometry and Vision Sciences, Prof Brien Holden Eye Research Centre, L V Prasad Eye Institute, Hyderabad, 500034, India
| | - Tharaniy Velappan
- Department of Optometry, Faculty of Medical & Health Sciences, SRM Medical College Hospital & Research Centre, SRM Institute of Science and Technology, Chennai, Tamil Nadu, 603203, India
| | - Pavan Kumar Verkicharla
- Myopia Research Lab, Brien Holden Institute of Optometry and Vision Sciences, Prof Brien Holden Eye Research Centre, L V Prasad Eye Institute, Hyderabad, 500034, India
| | - Angeline Kirubha Samuel Paulraj
- Department. of Biomedical Engineering, College of Engineering & Technology, SRM Institute of Science and Technology, Chennai, Tamil Nadu, 603203, India
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van der Aa HPA, Garcia-Piña F, van Nispen RMA, Hoogland J, Roberts C, Seiple W. Performance on clinical outcomes, activities of daily living and user experience on head-mounted displays for people with vision impairment. Ophthalmic Physiol Opt 2024; 44:840-853. [PMID: 38757445 DOI: 10.1111/opo.13329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 04/24/2024] [Accepted: 04/25/2024] [Indexed: 05/18/2024]
Abstract
PURPOSE To compare the objective performance, acceptance and usability of head-mounted displays (HMDs) to provide evidence-based data that could be used to increase the efficiency of device referrals based upon a person's vision loss and functional needs. METHODS A cross-sectional, counterbalanced, individually controlled crossover study was performed on 15 adults with various eye conditions. Performance was measured when using four HMDs: eSight4, Eyedaptic EYE3, Eyedaptic EYE4 and IrisVision Inspire. Performance on clinical visual acuity tests and contrast were assessed, as well as vision-related activities of daily living (ADL) which were divided into three categories: Reading, Searching & Identifying and Eye-hand Coordination. User-experience was also assessed. Logistic regression analyses, Friedman one-way repeated measure analyses of variance by ranks and multivariate permutation testing were used for analysis. RESULTS There was a significant improvement in visual acuity when using all devices. For contrast tasks, only the eSight4 and Eyedaptic EYE3 improved performance relative to baseline. For most Reading and Searching & Identifying tasks, the odds of being able to perform the tasks were significantly higher while using the devices. However, the actual performance with most devices (e.g., number of words read or reading speed) did not improve significantly over baseline for most tasks. For the Eye-hand Coordination tasks, participants performed equivalent to or significantly poorer than baseline when using the devices. No demographic or clinical predictors of outcomes were identified. Participants expressed dissatisfaction with the devices' effectiveness, acceptability and usability. CONCLUSIONS While performance on clinical tests was better when using the devices, performance on most real-world ADLs was equal to or worse than baseline. No single device improved performance on all tasks, and performance on any one task was not improved with all the devices. The overall dissatisfaction with the devices paralleled the lack of objective improvement in the performance of real-world tasks.
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Affiliation(s)
- Hilde P A van der Aa
- Lighthouse Guild, New York, New York, USA
- Ophthalmology, Vrije Universiteit Amsterdam, Amsterdam UMC, Amsterdam, The Netherlands
- Program Quality of Care, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Fernanda Garcia-Piña
- Lighthouse Guild, New York, New York, USA
- Ophthalmology, Vrije Universiteit Amsterdam, Amsterdam UMC, Amsterdam, The Netherlands
- Program Quality of Care, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Ruth M A van Nispen
- Ophthalmology, Vrije Universiteit Amsterdam, Amsterdam UMC, Amsterdam, The Netherlands
- Program Quality of Care, Amsterdam Public Health Research Institute, Amsterdam, The Netherlands
| | - Jeroen Hoogland
- Epidemiology and Biostatistics, Vrije Universiteit Amsterdam, Amsterdam UMC, Amsterdam, The Netherlands
| | | | - William Seiple
- Lighthouse Guild, New York, New York, USA
- Department of Ophthalmology, New York University Grossman School of Medicine, New York, New York, USA
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Stöhr M, Dekowski D, Bechrakis N, Oeverhaus M, Eckstein A. Evaluation of a Retinal Projection Laser Eyeware in Patients with Visual Impairment Caused by Corneal Diseases in a Randomized Trial. Ophthalmology 2024; 131:545-556. [PMID: 38000547 DOI: 10.1016/j.ophtha.2023.11.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 11/06/2023] [Accepted: 11/08/2023] [Indexed: 11/26/2023] Open
Abstract
PURPOSE Patients with incurable corneal diseases experience visual impairment (VI) despite having a healthy retina and optic pathway. Low-vision aids (LVAs) can optimize the use of remaining vision through magnification and contrast enhancement, but do not harness the full visual capacity because they rely on the optic media. Therefore, we investigated a novel laser eyewear (LEW) technology that bypasses the anterior segment of the eye. Images captured by an integrated camera are projected directly onto the retina using a low-energy laser. The patient is able to view a full-color video, realized as augmented reality. We aimed to evaluate the efficacy of the LEW to enhance the vision of individuals with corneal diseases. DESIGN Prospective, randomized, crossover clinical trial. PARTICIPANTS We examined the retinal projection glasses in 21 patients (25-69 years) with VI (0.7 logarithm of the minimum angle of resolution [logMAR] or worse) resulting from corneal diseases. Patients with comorbidities that impact vision, such as retinal disorders, were excluded. METHODS Standardized measurements of visual acuity (VA) for near vision (NV) and distance vision (DV) were conducted using ETDRS charts with the respective best correction (BC) and then with LEW. In addition reading speed, vision-related quality of life (QoL) and capacity to carry out daily tasks were assessed at an initial visit and at 2 subsequent visits after a home phase with and without the device. Six weeks after last use of the LEW, an ophthalmologic examination including spectral-domain-OCT or full-field-electroretinography was conducted and compared with baseline findings to evaluate the safety of the device. Four patients participated and completed a subsequent 12-month follow-up phase. MAIN OUTCOME MEASURES Improvement of VA using the LEW. Secondary objectives included safety, reading speed, QoL, and usability in daily activities. RESULTS The mean VA in patients with VI was improved by 0.43 logMAR in DV using the LEW compared with BC (P < 0.0001). Using the ×2 magnification mode of the LEW resulted in an average improvement of 0.66 logMAR compared with BC (P < 0.0001). In NV, an increase of 0.47 logMAR was achieved compared with BC (P < 0.0001). Although only 4 of 21 participants were able to read with BC, 17 of 21 participants were able to read with the LEW. Quality of life significantly improved in the 17 participants who completed all visits. CONCLUSIONS We demonstrated that the retinal projection glasses resulted in enhanced VA for all participants by directly projecting images onto the intact retina. In future, the LEW could represent a new option as an LVA for patients with corneal diseases. No pathological alterations were observed in the safety assessments. FINANCIAL DISCLOSURE(S) The author(s) have no proprietary or commercial interest in any materials discussed in this article.
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Affiliation(s)
- Mareile Stöhr
- Department of Ophthalmology, University Hospital Essen, Essen, Germany.
| | - Dirk Dekowski
- Department of Ophthalmology, University Hospital Essen, Essen, Germany
| | | | - Michael Oeverhaus
- Department of Ophthalmology, University Hospital Essen, Essen, Germany
| | - Anja Eckstein
- Department of Ophthalmology, University Hospital Essen, Essen, Germany
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Castet E, Termoz-Masson J, Vizcay S, Delachambre J, Myrodia V, Aguilar C, Matonti F, Kornprobst P. PTVR - A software in Python to make virtual reality experiments easier to build and more reproducible. J Vis 2024; 24:19. [PMID: 38652657 PMCID: PMC11044846 DOI: 10.1167/jov.24.4.19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 02/25/2024] [Indexed: 04/25/2024] Open
Abstract
Researchers increasingly use virtual reality (VR) to perform behavioral experiments, especially in vision science. These experiments are usually programmed directly in so-called game engines that are extremely powerful. However, this process is tricky and time-consuming as it requires solid knowledge of game engines. Consequently, the anticipated prohibitive effort discourages many researchers who want to engage in VR. This paper introduces the Perception Toolbox for Virtual Reality (PTVR) library, allowing visual perception studies in VR to be created using high-level Python script programming. A crucial consequence of using a script is that an experiment can be described by a single, easy-to-read piece of code, thus improving VR studies' transparency, reproducibility, and reusability. We built our library upon a seminal open-source library released in 2018 that we have considerably developed since then. This paper aims to provide a comprehensive overview of the PTVR software for the first time. We introduce the main objects and features of PTVR and some general concepts related to the three-dimensional (3D) world. This new library should dramatically reduce the difficulty of programming experiments in VR and elicit a whole new set of visual perception studies with high ecological validity.
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Affiliation(s)
- Eric Castet
- Aix Marseille Univ, CNRS, CRPN, Marseille, France
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Cottingham E, Burgum F, Gosling S, Woods L, Tandon A. Assessment of the Impact of a Head-mounted Augmented Reality Low Vision Aid on Vision and Quality of Life in Children and Young People with Visual Impairment. Br Ir Orthopt J 2024; 20:57-68. [PMID: 38274242 PMCID: PMC10809860 DOI: 10.22599/bioj.345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2023] [Accepted: 12/22/2023] [Indexed: 01/27/2024] Open
Abstract
Introduction Electronic head-mounted low vision aids (LVAs) can help children and young people (CYP) to access schoolwork and leisure activities which they would otherwise struggle to be able to do with traditional optical or hand held LVAs. SightPlus uses a smartphone mounted in a virtual reality headset controlled using a Bluetooth joystick. It offers users 0.7-24.3× magnification alongside enhanced modes to maximise vision. Methods Eighteen participants aged 8-16 years with reduced vision were given SightPlus to use at home for four weeks. Visual acuity was assessed with and without SightPlus along with reading performance, contrast sensitivity, functional vision and quality of life questionnaires. Results Clinically significant improvements in distance vision (0.633logMAR SD ± 0.359), near vision (0.411logMAR SD ± 0.368), reading acuity (0.454LlogMAR SD ± 0.406) and critical print size (0.285logMAR ± 0.360) were seen when testing with SightPlus.However, there was a mean decrease in contrast sensitivity and reading speed when using SightPlus. Despite this, nine out of the 14 patients included for analysis indicated a preference to continue to use SightPlus. Of note, younger participants were more likely to show a preference for using SightPlus. All seven CYP aged 10 or under wanted to continue to use SightPlus; in contrast, only two of the seven participants aged 11 or over wanted to continue. Conclusions Like the results in adult populations, SightPlus has been found to improve CYP visual functions. Older participants were less likely to want to continue to use SightPlus, potentially suggesting they have found other methods for managing sight loss.
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Wolffsohn JS. 2022 Glenn A. Fry Award lecture: Enhancing clinical assessment for improved ophthalmic management. Optom Vis Sci 2024; 101:12-24. [PMID: 38350054 DOI: 10.1097/opx.0000000000002102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2024] Open
Abstract
ABSTRACT Detailed clinical assessment is critical to allow sensitive evaluation of the eye and its management. As technology advances, these assessment techniques can be adapted and refined to improve the detection of pathological changes of ocular tissue and their impact on visual function. Enhancements in optical medical devices including spectacle, contact, and intraocular lenses have allowed for a better understanding of the mechanism and amelioration of presbyopia and myopia control. Advancements in imaging technology have enabled improved quantification of the tear film and ocular surface, informing diagnosis and treatment strategies. Miniaturized electronics, large processing power, and in-built sensors in smartphones and tablets capacitate more portable assessment tools for clinicians, facilitate self-monitoring and treatment compliance, and aid communication with patients. This article gives an overview of how technology has been used in many areas of eye care to improve assessments and treatment and provides a snapshot of some of my studies validating and using technology to inform better evidence-based patient management.
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Schmidt DC, Kjølholm CDB, Torner Jordana J, Spange V, Højstrup PD, Larsen BS, Kessel L. At-Home Trial of Four Different Head-Mounted Displays in Visual Rehabilitation of People with Stargardt Disease. CLINICAL OPTOMETRY 2023; 15:271-281. [PMID: 38046087 PMCID: PMC10693250 DOI: 10.2147/opto.s434404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Accepted: 10/28/2023] [Indexed: 12/05/2023]
Abstract
Purpose To examine the potential of different head-mounted displays in the rehabilitation of individuals with visual impairment. Methods This prospective explorative study conducted between September 2019 and August 2020 included participants with Stargardt disease with moderate to severe visual impairment and a relatively preserved peripheral visual field. AceSight, eSight 3, IrisVision Live, and Jordy were tested. After instruction and training, participants chose two head-mounted displays for home use for two weeks per device. The Canadian Occupational Performance Measure was used for evaluation. Results Twelve participants (aged 16-53 years) tested all head-mounted displays in the clinic. Distance visual acuity and reading distance improved with all head-mounted displays and eSight and Irisvision improved near visual acuity. Six participants decided not to test the head-mounted display at home due to lack of time or energy, dizziness and discomfort, double vision and peripheral visual field limitation, or aesthetics. After home use, the participants reported improved visual function at a distance with IrisVision, AceSight, and e-Sight, whereas only AceSight improved vision during near tasks. IrisVision and eSight improved reading ability, and none of the devices improved vision during tasks involving computers. Five participants used the devices sparingly, and five avoided public use owing to aesthetics. Conclusion We found an improvement in distance visual acuity and increased reading distance for all tested head-mounted displays. Additionally, IrisVision and eSight improved visual function at near and eSight also improved contrast vision at distance. Despite the possibility of improving vision, social stigma and device aesthetics kept the participants from using head-mounted displays in public and limited their use at home.
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Affiliation(s)
- Diana Chabané Schmidt
- Department of Ophthalmology, Copenhagen University Hospital Rigshospitalet-Glostrup, Glostrup, Denmark
| | | | - Joaquim Torner Jordana
- Department of Ophthalmology, Copenhagen University Hospital Rigshospitalet-Glostrup, Glostrup, Denmark
| | - Vibeke Spange
- Department of Ophthalmology, Copenhagen University Hospital Rigshospitalet-Glostrup, Glostrup, Denmark
| | | | - Bo Schack Larsen
- Institute for the Blind and Visually Impaired, Hellerup, Denmark
| | - Line Kessel
- Department of Ophthalmology, Copenhagen University Hospital Rigshospitalet-Glostrup, Glostrup, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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Miller A, Macnaughton J, Crossland MD, Latham K. "I'm like something out of star wars": a qualitative investigation of the views of people with age-related macular degeneration regarding wearable electronic vision enhancement systems. Disabil Rehabil 2023:1-10. [PMID: 37933205 DOI: 10.1080/09638288.2023.2278179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 10/28/2023] [Indexed: 11/08/2023]
Abstract
PURPOSE This study explores the initial views of people with age-related macular degeneration towards wearable electronic vision enhancement systems. METHODS Ten adults with age-related macular degeneration participated in semi-structured interviews, which were analysed using reflexive thematic analysis. RESULTS Four themes were identified. Firstly, participants spoke of the wide-ranging impact of sight loss and how current helpful coping strategies still had significant limitations, affecting their desire to seek new solutions. The second theme showed that "other people" offered welcomed support with existing electronic coping solutions and are needed to provide suitable advice and training. However, "other people" limited the acceptability of using new solutions in public places. The third theme captured participants' desire for a wearable aid providing image magnification and enhancement over a range of distances. The final theme covered the reality of some current wearable technology, perceived as heavy, enclosing, or strange in appearance. Appearance caused some to lose interest in use, although others reframed the devices' desired usefulness to solo and sedentary activities. CONCLUSION This population are interested in the potential benefits of wearable electronic vision enhancement systems. More work is needed to understand the suitability of current solutions due to participant concerns about training, appearance and performance.
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Affiliation(s)
- Andrew Miller
- Vision and Hearing Sciences Research Centre, Anglia Ruskin University, Cambridge, UK
| | - Jane Macnaughton
- Vision and Hearing Sciences Research Centre, Anglia Ruskin University, Cambridge, UK
| | - Michael D Crossland
- NIHR Moorfields Biomedical Research Centre and UCL Institute of Ophthalmology, London, UK
| | - Keziah Latham
- Vision and Hearing Sciences Research Centre, Anglia Ruskin University, Cambridge, UK
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Pundlik S, Shivshanker P, Luo G. Impact of Apps as Assistive Devices for Visually Impaired Persons. Annu Rev Vis Sci 2023; 9:111-130. [PMID: 37127283 DOI: 10.1146/annurev-vision-111022-123837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
The pervasiveness of mobile devices and other associated technologies has affected all aspects of our daily lives. People with visual impairments are no exception, as they increasingly tend to rely on mobile apps for assistance with various visual tasks in daily life. Compared to dedicated visual aids, mobile apps offer advantages such as affordability, versatility, portability, and ubiquity. We have surveyed hundreds of mobile apps of potential interest to people with vision impairments, either released as special assistive apps claiming to help in tasks such as text or object recognition (n = 68), digital accessibility (n = 84), navigation (n = 44), and remote sighted service (n = 4), among others, or marketed as general camera magnification apps that can be used for visual assistance (n = 77). While assistive apps as a whole received positive feedback from visually impaired users, as reported in various studies, evaluations of the usability of every app were typically limited to user reviews, which are often not scientifically informative. Rigorous evaluation studies on the effect of vision assistance apps on daily task performance and quality of life are relatively rare. Moreover, evaluation criteria are difficult to establish, given the heterogeneity of the visual tasks and visual needs of the users. In addition to surveying literature on vision assistance apps, this review discusses the feasibility and necessity of conducting scientific research to understand visual needs and methods to evaluate real-world benefits.
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Affiliation(s)
- Shrinivas Pundlik
- Schepens Eye Research Institute of Mass Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts, USA;
| | - Prerana Shivshanker
- Schepens Eye Research Institute of Mass Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts, USA;
| | - Gang Luo
- Schepens Eye Research Institute of Mass Eye and Ear, Department of Ophthalmology, Harvard Medical School, Boston, Massachusetts, USA;
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Miller A, Crossland MD, Macnaughton J, Latham K. Are wearable electronic vision enhancement systems (wEVES) beneficial for people with age-related macular degeneration? A scoping review. Ophthalmic Physiol Opt 2023. [PMID: 36876427 DOI: 10.1111/opo.13117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Revised: 02/08/2023] [Accepted: 02/09/2023] [Indexed: 03/07/2023]
Abstract
INTRODUCTION Age-related macular degeneration (AMD) is the most common cause of irreversible visual impairment in the United Kingdom. It has a wide-ranging detrimental impact on daily living, including impairment of functional ability and quality of life. Assistive technology designed to overcome this impairment includes wearable electronic vision enhancement systems (wEVES). This scoping review assesses the usefulness of these systems for people with AMD. METHODS Four databases (Cumulative Index to Nursing and Allied Health Literature, PubMed, Web of Science and Cochrane CENTRAL) were searched to identify papers that investigated image enhancement with a head-mounted electronic device on a sample population that included people with AMD. RESULTS Thirty-two papers were included: 18 studied the clinical and functional benefits of wEVES, 11 investigated use and usability and 3 discussed sickness and adverse effects. CONCLUSIONS Wearable electronic vision enhancement systems provide hands-free magnification and image enhancement producing significant improvements in acuity, contrast sensitivity and aspects of laboratory-simulated daily activity. Adverse effects were infrequent, minor and spontaneously resolved with the removal of the device. However, when symptoms arose, they sometimes persisted with continued device usage. There are multi-factorial influences and a diversity of user opinions on promotors to successful device use. These factors are not exclusively driven by visual improvement and incorporate other issues including device weight, ease of use and inconspicuous design. There is insufficient evidence of any cost-benefit analysis for wEVES. However, it has been shown that a user's decision to make a purchase evolves over time, with their estimates of cost falling below the retail price of the devices. Additional research is needed to understand the specific and distinct benefits of wEVES for people with AMD. Further patient-centred research should assess the benefits of wEVES in user-led activities when directly compared with alternative coping strategies, allowing professionals and users to make better prescribing and purchasing decisions.
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Affiliation(s)
- Andrew Miller
- Vision and Hearing Sciences Research Centre, Anglia Ruskin University, Cambridge, UK
| | | | - Jane Macnaughton
- Vision and Hearing Sciences Research Centre, Anglia Ruskin University, Cambridge, UK
| | - Keziah Latham
- Vision and Hearing Sciences Research Centre, Anglia Ruskin University, Cambridge, UK
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Amore F, Silvestri V, Guidobaldi M, Sulfaro M, Piscopo P, Turco S, De Rossi F, Rellini E, Fortini S, Rizzo S, Perna F, Mastropasqua L, Bosch V, Oest-Shirai LR, Haddad MAO, Higashi AH, Sato RH, Pyatova Y, Daibert-Nido M, Markowitz SN. Efficacy and Patients' Satisfaction with the ORCAM MyEye Device Among Visually Impaired People: A Multicenter Study. J Med Syst 2023; 47:11. [PMID: 36645535 DOI: 10.1007/s10916-023-01908-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 01/03/2023] [Indexed: 01/17/2023]
Abstract
To evaluate usability of and satisfaction with OrCam MyEye, a finger-size wearable assistive technology device for visually impaired during real-world tasks. This prospective multicenter study was conducted on visually impaired people recruited from 5 vision rehabilitation centers. Patients performed real-world tasks such as near and distance reading, money handling, colour identification and face recognition in 2 different scenarios: without using any low vision aid and with OrCam. System Usability Scale (SUS), Patient's Global Impression of Change (PGIC), the Quebec User Evaluation of Satisfaction with Assistive Technology (QUEST 2.0) and the Psychosocial Impact of Assistive Devices Scale (PIADS) were administered after the use of the OrCam device. Among the 100 participants, use of OrCam MyEye device improved many daily-living tasks (F = 1.67, P < .05), and in particular reading and face recognition. Multivariate logistic regression showed that age and visual field defect explained 89% of the variation in efficacy of the device. Nearly half (45%) of the participants indicated a positive rating with the SUS. The PGIC rates showed a minimal improvement with a mean score of 4.2 (SD:1.8). The most highlighted parameter with the QUEST 2.0 test was "ease of use" in 58% (48 subjects). The PIADS indicator showed that the device positively impacted on the daily-living tasks of users (r2 = 0.72, P < .05). Regression modelling demonstrated a good relation between the questionnaires scores and demographic, disease and visual factors (P < .05). OrCam MyEye allowed visually impaired people to read, handle money and face recognition independently. This device may offer to these subjects to be independent.
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Affiliation(s)
- Filippo Amore
- National Centre of Services and Research for the Prevention of Blindness and Rehabilitation of the Visually Impaired, International Agency for the Prevention of Blindness-IAPB Italy Onlus, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo Agostino Gemelli N° 8, 00168, Rome, Italy.
| | - Valeria Silvestri
- National Centre of Services and Research for the Prevention of Blindness and Rehabilitation of the Visually Impaired, International Agency for the Prevention of Blindness-IAPB Italy Onlus, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo Agostino Gemelli N° 8, 00168, Rome, Italy
| | - Margherita Guidobaldi
- National Centre of Services and Research for the Prevention of Blindness and Rehabilitation of the Visually Impaired, International Agency for the Prevention of Blindness-IAPB Italy Onlus, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo Agostino Gemelli N° 8, 00168, Rome, Italy
| | - Marco Sulfaro
- National Centre of Services and Research for the Prevention of Blindness and Rehabilitation of the Visually Impaired, International Agency for the Prevention of Blindness-IAPB Italy Onlus, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo Agostino Gemelli N° 8, 00168, Rome, Italy
| | - Paola Piscopo
- National Centre of Services and Research for the Prevention of Blindness and Rehabilitation of the Visually Impaired, International Agency for the Prevention of Blindness-IAPB Italy Onlus, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo Agostino Gemelli N° 8, 00168, Rome, Italy
| | - Simona Turco
- National Centre of Services and Research for the Prevention of Blindness and Rehabilitation of the Visually Impaired, International Agency for the Prevention of Blindness-IAPB Italy Onlus, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo Agostino Gemelli N° 8, 00168, Rome, Italy
| | - Francesca De Rossi
- National Centre of Services and Research for the Prevention of Blindness and Rehabilitation of the Visually Impaired, International Agency for the Prevention of Blindness-IAPB Italy Onlus, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo Agostino Gemelli N° 8, 00168, Rome, Italy
| | - Emanuela Rellini
- National Centre of Services and Research for the Prevention of Blindness and Rehabilitation of the Visually Impaired, International Agency for the Prevention of Blindness-IAPB Italy Onlus, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo Agostino Gemelli N° 8, 00168, Rome, Italy
| | - Stefania Fortini
- National Centre of Services and Research for the Prevention of Blindness and Rehabilitation of the Visually Impaired, International Agency for the Prevention of Blindness-IAPB Italy Onlus, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Largo Agostino Gemelli N° 8, 00168, Rome, Italy
| | - Stanislao Rizzo
- Ophthalmology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy
| | - Fabiana Perna
- Department of Medicine and Aging Sciences, Ophthalmology Clinic, University G. d'Annunzio of Chieti-Pescara, Chieti, Italy
| | - Leonardo Mastropasqua
- Department of Medicine and Aging Sciences, Ophthalmology Clinic, University G. d'Annunzio of Chieti-Pescara, Chieti, Italy
| | - Vanessa Bosch
- Departamento de Oftalmología, Instituto Nacional de Pediatría, Secretaría de Salud, Mexico City, Mexico
| | - Luz Ruriko Oest-Shirai
- Departamento de Oftalmología, Instituto Nacional de Pediatría, Secretaría de Salud, Mexico City, Mexico
| | - Maria Aparecida Onuki Haddad
- Clínica Oftalmológica, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, Brasil
| | - Alez Haruo Higashi
- Clínica Oftalmológica, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, Brasil
| | - Rodrigo Hideharo Sato
- Clínica Oftalmológica, Hospital das Clínicas da Faculdade de Medicina da Universidade de São Paulo, Sao Paulo, Brasil
| | - Yulia Pyatova
- Toronto Western Hospital, University of Toronto, Toronto, ON, Canada
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12
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Pur DR, Lee-Wing N, Bona MD. The use of augmented reality and virtual reality for visual field expansion and visual acuity improvement in low vision rehabilitation: a systematic review. Graefes Arch Clin Exp Ophthalmol 2023; 261:1743-1755. [PMID: 36633669 DOI: 10.1007/s00417-022-05972-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 10/31/2022] [Accepted: 12/30/2022] [Indexed: 01/13/2023] Open
Abstract
INTRODUCTION Developments in image processing techniques and display technology have led to the emergence of augmented reality (AR) and virtual reality (VR)-based low vision devices (LVDs). However, their promise and limitations in low vision rehabilitation are poorly understood. The objective of this systematic review is to appraise the application of AR/VR LVDs aimed at visual field expansion and visual acuity improvement in low vision rehabilitation. METHODS A systematic search of the literature was performed using MEDLINE, Embase, PsychInfo, HealthStar, and National Library of Medicine (PubMed) from inception to March 6, 2022. Articles were eligible if they included an AR or VR LVD tested on a sample of individuals with low vision and provided visual outcomes such as visual acuity, visual fields, and object recognition. RESULTS Of the 652 articles identified, 16 studies comprising 382 individuals with a mean age of 52.17 (SD = 18.30) years, and with heterogeneous low vision etiologies (i.e., glaucoma, age-related macular degeneration, retinitis pigmentosa) were included in this systematic review. Most articles used AR (53%), VR (40%), and one article used both AR and VR. The main visual outcomes evaluated were visual fields (67%), visual acuity (65%), and contrast sensitivity (27%). Various visual enhancement techniques were employed including variable magnification using digital zoom (67%), contrast enhancements (53%), and minification (27%). AR LVDs were reported to expand the visual field from threefold to ninefold. On average, individuals using AR/VR LVDs experienced an improved in visual acuity from 0.9 to 0.2 logMAR. Ten articles were classified as high or moderate risk of bias. CONCLUSION AR/VR LVDs were found to afford visual field expansion and visual acuity improvement in low vision populations. Even though the results of this review are promising, the lack of controlled studies with well-defined populations, use of small, convenience samples, and incomplete reporting of inclusion and exclusion criteria among included studies makes it challenging to judge the true impact of these devices. Future studies should address these limitations and compare various AR/LVDs to determine what is the ideal LVD type and vision enhancement combination based on the user's level of visual ability and lifestyle.
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Affiliation(s)
- Daiana R Pur
- Schulich School of Medicine and Dentistry, Western University, London, ON, Canada.
| | - Nathan Lee-Wing
- Max Randy College of Medicine, University of Manitoba, Winnipeg, MB, Canada
| | - Mark D Bona
- Department of Ophthalmology, Queen's University and Hotel Dieu Hospital, Kingston, ON, Canada
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13
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Clinical performance of a smartphone-based low vision aid. Sci Rep 2022; 12:10752. [PMID: 35750770 PMCID: PMC9232610 DOI: 10.1038/s41598-022-14489-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 06/08/2022] [Indexed: 11/19/2022] Open
Abstract
Real-time digital image processing to optimally enhance low vision is now realizable with recent advances in personal computers. This study aimed to evaluate the efficacy of a wearable smartphone-based low vision aid (LVA) with customizable vision enhancement in patients with visual impairment. We recruited 35 subjects with visual impairment and who were literate and cognitively capable. The subjects completed a training session and were provided a smartphone-based LVA for a 4-week use. Visual functions including binocular best-corrected distance, intermediate, and near visual acuities; reading performance (reading speed and accuracy); and facial recognition performance were measured at baseline and after 4-weeks use. All subjects also completed the Low Vision Quality of Life (LVQOL) Questionnaire. Thirty-four subjects (mean age, 43.82 ± 15.06 years) completed the study. Significant improvements in binocular best-corrected distance, intermediate, and near visual acuities were observed after smartphone-based LVA use (all p < 0.001). Reading accuracy and facial recognition performance also improved significantly (p = 0.009 and p < 0.001, respectively), but reading speed did not. LVQOL scores significantly improved after 4 weeks of use in subjects aged < 40 years (p = 0.024), but not in subjects aged ≥ 40 years (p = 0.653). Ocular and non-ocular adverse events were infrequent and resolved when the device was removed. The smartphone-based LVA with customizable vision enhancement could provide clinically significant improvements in the visual function of patients with visual impairment and was generally well tolerated. This study suggests that the smartphone-based LVA would be beneficial for visual rehabilitation.
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Li Y, Kim K, Erickson A, Norouzi N, Jules J, Bruder G, Welch GF. A Scoping Review of Assistance and Therapy with Head-Mounted Displays for People Who Are Visually Impaired. ACM TRANSACTIONS ON ACCESSIBLE COMPUTING 2022. [DOI: 10.1145/3522693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Given the inherent visual affordances of Head-Mounted Displays (HMDs) used for Virtual and Augmented Reality (VR/AR), they have been actively used over many years as assistive and therapeutic devices for the people who are visually impaired. In this paper, we report on a scoping review of literature describing the use of HMDs in these areas. Our high-level objectives included detailed reviews and quantitative analyses of the literature, and the development of insights related to emerging trends and future research directions.
Our review began with a pool of 1251 papers collected through a variety of mechanisms. Through a structured screening process, we identified 61 English research papers employing HMDs to enhance the visual sense of people with visual impairments for more detailed analyses. Our analyses reveal that there is an increasing amount of HMD-based research on visual assistance and therapy, and there are trends in the approaches associated with the research objectives. For example, AR is most often used for visual assistive purposes, whereas VR is used for therapeutic purposes. We report on eight existing survey papers, and present detailed analyses of the 61 research papers, looking at the mitigation objectives of the researchers (assistive versus therapeutic), the approaches used, the types of HMDs, the targeted visual conditions, and the inclusion of user studies. In addition to our detailed reviews and analyses of the various characteristics, we present observations related to apparent emerging trends and future research directions.
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Affiliation(s)
- Yifan Li
- University of Central Florida, USA
| | - Kangsoo Kim
- University of Central Florida, USA and University of Calgary, Canada
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Tseng RMWW, Tham YC, Rim TH, Cheng CY. Emergence of non-artificial intelligence digital health innovations in ophthalmology: A systematic review. Clin Exp Ophthalmol 2021; 49:741-756. [PMID: 34235833 DOI: 10.1111/ceo.13971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 07/03/2021] [Indexed: 11/30/2022]
Abstract
The prominent rise of digital health in ophthalmology is evident in the current age of Industry 4.0. Despite the many facets of digital health, there has been a greater slant in interest and focus on artificial intelligence recently. Other major elements of digital health like wearables could also substantially impact patient-focused outcomes but have been relatively less explored and discussed. In this review, we comprehensively evaluate the use of non-artificial intelligence digital health tools in ophthalmology. 53 papers were included in this systematic review - 25 papers discuss virtual or augmented reality, 14 discuss mobile applications and 14 discuss wearables. Most papers focused on the use of technologies to detect or rehabilitate visual impairment, glaucoma and age-related macular degeneration. Overall, the findings on patient-focused outcomes with the adoption of these technologies are encouraging. Further validation, large-scale studies and earlier consideration of real-world barriers are warranted to enable better real-world implementation.
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Affiliation(s)
| | - Yih-Chung Tham
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore.,Duke-NUS Medical School, Singapore
| | - Tyler Hyungtaek Rim
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore.,Duke-NUS Medical School, Singapore
| | - Ching-Yu Cheng
- Singapore National Eye Centre, Singapore Eye Research Institute, Singapore.,Duke-NUS Medical School, Singapore.,Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore
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Sodhi PK, Gautam A, Sharma N, Anand K, Sodhi RS. Role of improved distance and near visual acuity with low vision aids to enhance stereopsis in retinal diseases. Indian J Ophthalmol 2021; 69:1867-1871. [PMID: 34146046 PMCID: PMC8374828 DOI: 10.4103/ijo.ijo_3154_20] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
Purpose: The purpose of this study was to examine role of improved distance and near best-corrected visual acuity (DBCVA and NBCVA) with use of magnification devices to enhance stereopsis in low vision (LV) subjects having retinal diseases. Methods: In a cross-sectional observational study without control, 84 subjects having LV due to retinal diseases were examined for an improvement of BCVA with use of magnifying low vision aids (LVAs) (2X for DBCVA and 3X for NBCVA). The stereopsis scores on titmus fly test were recorded with near refractive correction “on” and then with 3X magnification. The improvement in stereopsis for distance was however estimated through statistical correlation values. Results: The DBCVA (P < 0.001), NBCVA (P < 0.001) and stereopsis (P < 0.001) improved statistically significantly (SS) following magnifying LVA. There was no correlation between pre-LVA stereopsis and pre-LVA DBCVA (r = 0.059; P = 0.444;NSS) and post-LVA DBCVA (r = 0.054; P = 0.487;NSS); and no correlation between post-LVA stereopsis and pre-LVA DBCVA (r = 0.042; P = 0.592;NSS) and post-LVA DBCVA (r = 0.08; P = 0.920;NSS). There was no correlation between pre-LVA stereopsis and pre-LVA NBCVA (r = 0.044; P = 0.572;NSS) and no correlation between post-LVA stereopsis and pre-LVA NBCVA (r = 0.108; P = 0.165;NSS). But positive correlation between pre-LVA stereopsis and post-LVA NBCVA (r = 0.347; P < 0.001) and between post-LVA stereopsis and post-LVA NBCVA (r = 0.445; P < 0.001) was SS. Conclusion: The use of magnification as LVA improves both the BCVA and stereopsis. The increase in DBCVA with LVA improves the stereopsis for distance though it may not be SS while improvement in NBCVA with LVA enhances stereopsis for near objects in SS manner.
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Affiliation(s)
| | - Akanksha Gautam
- Guru Nanak Eye Centre & Maulana Azad Medical College, New Delhi, India
| | - Nandini Sharma
- Department of Community Medicine, Maulana Azad Medical College, New Delhi, India
| | - Kamlesh Anand
- Guru Nanak Eye Centre & Maulana Azad Medical College, New Delhi, India
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Lorenzini MC, Wittich W. Personalized Telerehabilitation for a Head-mounted Low Vision Aid: A Randomized Feasibility Study. Optom Vis Sci 2021; 98:570-581. [PMID: 34081649 PMCID: PMC8216601 DOI: 10.1097/opx.0000000000001704] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Accepted: 01/16/2021] [Indexed: 11/26/2022] Open
Abstract
SIGNIFICANCE A recent trend in low vision rehabilitation has been the use of portable head-mounted displays to enhance residual vision. Our study confirms the feasibility of telerehabilitation and informs the development of evidence-based recommendations to improve telerehabilitation interventions to reduce device abandonment. PURPOSE To develop evidence-based recommendations for telerehabilitation, we conducted a feasibility study in preparation for a future randomized trial on the use of head-mounted displays. METHODS We recruited novice eSight Eyewear users, randomized 1:1: the experimental group received telerehabilitation by a low vision therapist using video conferencing; the control group completed at home self-training provided by the device manufacturer. The primary feasibility outcomes were whether the recruitment goal of 60 participants (30/group) was attainable within 1 year and how participants judged the accessibility and acceptability of the telerehabilitation. An exploratory outcome was the impact of telerehabilitation on eSight Eyewear use behavior. RESULTS Among 333 eSight users, 57 participants were enrolled, of which 35% withdrew from the study, whereas the remainder completed the 6-month follow-up. The withdrawal rate was higher in the control group but did not differ significantly from the experimental group. High accessibility (93% of participants accessed the platform) and global acceptability (100% overall satisfaction) were reported among those who completed the telerehabilitation protocol. The therapist had no difficulty judging the participants' reading performances qualitatively while participants used their device to read their eSkills and VisExc guides. Most participants improved their daily activities, based on qualitative reports of the attained goals. Seventy-nine percent of individuals declined to participate, whereas 16% of participants decided not to use eSight Eyewear anymore. CONCLUSIONS The data demonstrated the feasibility of a randomized controlled telerehabilitation study for people with low vision using a head-mounted display. Positive feedback from the participants and the therapist suggests the potential value of this modality for low vision services.
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Affiliation(s)
- Marie-Céline Lorenzini
- School of Optometry, Université de Montréal, Montreal, Quebec, Canada
- Centre de Recherche Interdisciplinaire en Réadaptation de Montréal métropolitain, Centre de réadaptation Lethbridge-Layton-Mackay du CIUSSS du Centre-Ouest-de-l'Île-de-Montréal, Montreal, Quebec, Canada
- Institut Nazareth et Louis-Braille du CISSS de la Montérégie-Centre, Montreal, Quebec, Canada
| | - Walter Wittich
- School of Optometry, Université de Montréal, Montreal, Quebec, Canada
- Centre de Recherche Interdisciplinaire en Réadaptation de Montréal métropolitain, Centre de réadaptation Lethbridge-Layton-Mackay du CIUSSS du Centre-Ouest-de-l'Île-de-Montréal, Montreal, Quebec, Canada
- Institut Nazareth et Louis-Braille du CISSS de la Montérégie-Centre, Montreal, Quebec, Canada
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18
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Starke SD, Golubova E, Crossland MD, Wolffsohn JS. Everyday visual demands of people with low vision: A mixed methods real-life recording study. J Vis 2021; 20:3. [PMID: 32876678 PMCID: PMC7476655 DOI: 10.1167/jov.20.9.3] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Research has demonstrated that low vison aids (LVAs) can have a positive impact on the functional sight of those living with sight loss. Step changes in technology are now enabling new wearable LVAs with greater potential than those available previously. For these novel devices to receive increased acceptance and therefore adoption by those with sight loss, visual task demands have to be understood more clearly in order to enable better alignment between device design and user requirements. The aim of this study was to quantify these requirements. Thirty-two participants aged 18 to 87 wore a spectacle-mounted video camera to capture and narrate all everyday situations in which they would use a “perfect” sight aid during 1 week. Captured scenes were analyzed through categorization and computational image analysis. Results showed large variation in activities and lifestyles. Participants reported no available sight aid or coping strategy for 57% of the recorded activities. Reading made up 49% of all recorded tasks, the other half comprising non-textual information. Overall, 75% of captured activities were performed ad hoc (duration of 0–5 minutes), 78% occurred indoors, 58% occurred at home, 48% were lit by natural light, 68% included the object of interest within reach, and 69% required a single focus plane only. Around half of captured objects of interest had a size of 2 degrees visual angle (2.08 logarithm of the minimum angle of resolution [logMAR]) or smaller. This study highlights the need for a sight aid that can make both textual and non-textual scenes accessible while offering flexibility to accommodate individual lifestyles.
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Affiliation(s)
- Sandra D Starke
- Aston Business School, Aston University, Birmingham, UK.,Previously School of Engineering (Honorary Research Fellow), University of Birmingham, Birmingham, UK.,Previously GiveVision, iCentrum, Birmingham, UK
| | - Eugenie Golubova
- Aston Business School, Aston University, Birmingham, UK.,Previously GiveVision, iCentrum, Birmingham, UK
| | - Michael D Crossland
- NIHR Biomedical Research Centre for Ophthalmology at Moorfields Eye Hospital and UCL Institute of Ophthalmology, London, UK
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Golubova E, Starke SD, Crossland MD, Wolffsohn JS. Design considerations for the ideal low vision aid: insights from de‐brief interviews following a real‐world recording study. Ophthalmic Physiol Opt 2021; 41:266-280. [DOI: 10.1111/opo.12778] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Accepted: 11/14/2020] [Indexed: 12/01/2022]
Affiliation(s)
- Eugenie Golubova
- Aston Business School Aston University Birmingham UK
- previously GiveVision iCentrum Birmingham UK
| | - Sandra D Starke
- Aston Business School Aston University Birmingham UK
- previously GiveVision iCentrum Birmingham UK
- previously School of Engineering (Honorary Research Fellow) University of Birmingham Birmingham UK
| | - Michael D Crossland
- NIHR Biomedical Research Centre for Ophthalmology at Moorfields Eye Hospital and University College London Institute of Ophthalmology London UK
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