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Naik S, Wykoff CC, Ou WC, Stevenson J, Gupta S, Shah AR. Identification of factors to increase efficacy of telemedicine screening for diabetic retinopathy in endocrinology practices using the Intelligent Retinal Imaging System (IRIS) platform. Diabetes Res Clin Pract 2018; 140:265-270. [PMID: 29649538 DOI: 10.1016/j.diabres.2018.04.011] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2018] [Revised: 03/24/2018] [Accepted: 04/04/2018] [Indexed: 11/18/2022]
Abstract
AIMS Diabetic retinopathy (DR) and diabetic macular edema (DME) can be evaluated using telemedicine systems, such as the Intelligent Retinal Imaging Systems (IRIS), in patients with Diabetes Mellitus (DM). In an endocrinology-based population utilizing IRIS we determine prevalence rates of DR and DME, and identify associated epidemiologic correlations. METHODS This is a multicenter, retrospective chart review using screening data from IRIS. Centers for Disease Control and Prevention (CDC) data on epidemiologic variables (by county) namely, prevalence of DM, incidence of DM, obesity, and time of physical inactivity, were compared against prevalence rates of DR found at screening. RESULTS A total of 10,223 eyes of 5,242 patients with DM were imaged. DR and DME were noted in 1781 (33.98%) and 226 imaging studies (4.31%) respectively. The coefficient of determination was greatest for incidence of DM (R2 = 0.92), followed by DM prevalence (R2 = 0.79), obesity, (R2 = 0.67), and physical inactivity (R2 = 0.34). The presence of DR during screening varied significantly by county (p < 0.001). CONCLUSIONS Screening in counties with a higher incidence of DM led to a higher prevalence of identified DR at time of screening. The current work suggests that telemedicine screening in areas known to have a higher incidence of DM may be worthwhile.
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Affiliation(s)
- Sapna Naik
- Department of Internal Medicine, University of Texas, Houston, TX, USA
| | - Charles C Wykoff
- Blanton Eye Institute, Houston Methodist Hospital, Houston, TX, USA; Retina Consultants of Houston, Houston, TX, USA
| | | | | | - Sunil Gupta
- Intelligent Retinal Imaging Systems, Pensacola, FL, USA; Retina Specialty Institute, Pensacola, FL, USA
| | - Ankoor R Shah
- Blanton Eye Institute, Houston Methodist Hospital, Houston, TX, USA; Retina Consultants of Houston, Houston, TX, USA.
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Vaziri K, Moshfeghi DM, Moshfeghi AA. Feasibility of telemedicine in detecting diabetic retinopathy and age-related macular degeneration. Semin Ophthalmol 2013; 30:81-95. [PMID: 24171781 DOI: 10.3109/08820538.2013.825727] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Age-related macular degeneration and diabetic retinopathy are important causes of visual impairment and blindness in the world. Because of recent advances and newly available treatment modalities along with the devastating consequences associated with late stages of these diseases, much attention has been paid to the importance of early detection and improving patient access to specialist care. Telemedicine or, more specifically, digital retinal imaging utilizing telemedical technology has been proposed as an important alternative screening and management strategy to help meet this demand. In this paper, we perform a literature review and analysis that evaluates the validity and feasibility of telemedicine in detecting diabetic retinopathy and age-related macular degeneration. Understanding both the progress and barriers to progress that have been demonstrated in these two areas is important for future telemedicine research projects and innovations in telemedicine technology.
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Affiliation(s)
- Kamyar Vaziri
- Bascom Palmer Eye Institute, Department of Ophthalmology, University of Miami Miller School of Medicine, Palm Beach Gardens , Florida , USA and
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Durrani H, Khoja S. A systematic review of the use of telehealth in Asian countries. J Telemed Telecare 2009; 15:175-81. [PMID: 19471028 DOI: 10.1258/jtt.2009.080605] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
We conducted a systematic review of the literature on telehealth in Asia. The Medline database was searched, together with three specialist journals, for peer-reviewed articles published in the ten years to June 2007 which were related to any telehealth application involving one or more Asian country. Out of the 1504 abstracts retrieved, 109 articles were selected by two independent reviewers for the final review. The number of published articles on telehealth in Asia increased during the review period. The largest number of studies were conducted in Japan (37%). Most telehealth applications were based on the store-and-forward modality (43%), with 35% using videoconferencing and 15% using a hybrid approach. Most of the studies were descriptive (75%) and only eight included a control group against which telehealth was compared. The most common means of telecommunication was ISDN lines, which were employed in 32% of the studies. Some 40% of the studies mentioned improved quality of health care; about 20% mentioned improved access to health care. Although most studies mentioned cost, only 13 of them assessed resource utilization and cost. The overall findings gave a generally optimistic picture of telehealth in Asia. However, there is a lack of good quality studies.
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Affiliation(s)
- Hammad Durrani
- Department of Community Health Sciences, Aga Khan University, Stadium Road, PO Box 3500, Karachi 74800, Pakistan.
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Lenoble P, Kheliouen M, Bourderont D, Klinger V, Nasica X, Benseddik Y, Holl P. Dépistage de la rétinopathie diabétique par télédiagnostic dans le Haut-Rhin. J Fr Ophtalmol 2009; 32:91-7. [DOI: 10.1016/j.jfo.2009.01.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2008] [Accepted: 01/09/2009] [Indexed: 11/17/2022]
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Massin P, Chabouis A, Erginay A, Viens-Bitker C, Lecleire-Collet A, Meas T, Guillausseau PJ, Choupot G, André B, Denormandie P. OPHDIAT: a telemedical network screening system for diabetic retinopathy in the Ile-de-France. DIABETES & METABOLISM 2008; 34:227-34. [PMID: 18468470 DOI: 10.1016/j.diabet.2007.12.006] [Citation(s) in RCA: 60] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2007] [Revised: 12/02/2007] [Accepted: 12/23/2007] [Indexed: 10/22/2022]
Abstract
OBJECTIVE International and national guidelines recommend an annual funduscopic examination for all diabetic patients, but such annual fundus examinations are not sufficiently performed in France. Non-mydriatic fundus photography is a valid method of evaluation for diabetic retinopathy (DR) and a viable alternative to ophthalmoscopy. After two pilot studies demonstrated the feasibility of telemedical screening for diabetic retinopathy in both hospital and primary-care settings, we developed a regional telemedical network, OPHDIAT, designed to facilitate access to regular annual evaluations of patients with diabetes while saving medical time. MATERIALS AND METHODS OPHDIAT comprises peripheral screening centres equipped with non-mydriatic cameras, where fundus photographs are taken by technicians linked by telemedicine to a reference centre, where ophthalmologists grade the images. Currently in the Ile-de-France region, 16 screening centres are linked through a central server to an ophthalmologic reading centre and includes 11 centres located in the diabetes departments of 11 hospitals, one diabetic retinopathy screening centre located in northern Paris, three in healthcare centres and one in a prison. RESULTS During the 28-month evaluation period, 15,307 DR screening examinations were performed. Retinal photographs of at least one eye could not be graded in 1332 patients (9.7%) and diabetic retinopathy was detected in 3350 patients (23.4%). After the screening examination, 3478 patients (25.2%) were referred to an ophthalmologist for either DR, cataract and/or non-gradable photographs. CONCLUSION Fundus photography combined with telemedicine has the potential to improve the regular annual evaluation for diabetic retinopathy. The organization of the network around a central reading centre serves to guarantee quality control.
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Affiliation(s)
- P Massin
- Ophthalmology department, hôpital Lariboisière, université Paris-VII, Assistance publique-Hôpitaux de Paris, 2, rue Ambroise-Paré, 75475 Paris cedex 10, France.
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Pasquale LR, Asefzadeh B, Dunphy RW, Fisch BM, Conlin PR. Detection of glaucoma-like optic discs in a diabetes teleretinal program. ACTA ACUST UNITED AC 2008; 78:657-63. [PMID: 18054136 DOI: 10.1016/j.optm.2007.04.101] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2006] [Revised: 03/30/2007] [Accepted: 04/16/2007] [Indexed: 12/19/2022]
Abstract
BACKGROUND Glaucoma is typically an insidious-onset disease with serious visual consequences that has been positively linked to diabetes mellitus (DM) in several studies. We assessed the sensitivity and specificity of a diabetes teleretinal program to identify the glaucoma-suspicious optic disc. METHODS Outpatients with DM (N = 1,644) presenting to Veterans Affairs ambulatory clinics participated in a nonmydriatic digital retinal imaging (NMDRI) program. Technicians transmitted digital retinal images electronically to readers for grading and eye care recommendations. Patients were referred for ophthalmic care based on the level of diabetic retinopathy and other ocular findings, including optic nerve changes suspicious for glaucoma. We retrospectively reviewed the electronic medical records of patients labeled as glaucoma suspects (N = 175) and compared them with those of patients from the same imaging pool who were not regarded as glaucoma suspects (N = 175). Ophthalmic data obtained from a comprehensive eye examination after digital retinal imaging was used to determine which patients met predefined criteria for the optic disc suggestive of glaucoma. RESULTS Assessment of clinical data obtained after NMDRI found that 103 of 175 (59%) glaucoma suspects had glaucoma-suspicious optic discs. In the comparison group, only 7 of 175 (4%) had glaucoma-suspicious optic discs. CONCLUSIONS Although specificity was high (96%), modifications in diabetes teleretinal imaging programs are needed to improve the sensitivity of detecting the optic disc that is suspicious for glaucoma.
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Affiliation(s)
- Louis R Pasquale
- Ocular Telehealth Center, VA Boston Healthcare System-Jamaica Plain Campus, Jamaica Plain, Massachusetts 02130, USA.
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Brown LL, Lustria MLA, Rankins J. A review of web-assisted interventions for diabetes management: maximizing the potential for improving health outcomes. J Diabetes Sci Technol 2007; 1:892-902. [PMID: 19885163 PMCID: PMC2769687 DOI: 10.1177/193229680700100615] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Current endeavors in diabetes care focus on helping patients and providers deal successfully with the complexities of the disease by improving the system of care, expanding the reach of interventions, and empowering patients to engage in self-care behaviors. Internet technologies that combine the broad reach of mass media with the interactive capabilities of interpersonal media provide a wide range of advantages over standard modes of delivery. The technical affordances of Web delivery enable individualization or tailoring, appropriately timed reinforcement of educational messages, social support, improved feedback, and increased engagement. In turn, these have been significantly correlated with improved health outcomes.This article is a narrative review of Web-based interventions for managing type 2 diabetes published from 2000 to 2007 that utilize Web sites, Web portals, electronic medical records, videoconference, interactive voice response, and short messaging systems. The most effective systems link medical management and self-management. Patient satisfaction is highest when the Web-based system gives them the ability to track blood glucose, receive electronic reminders, schedule physician visits, email their health care team, and interact with other diabetic patients. However, comprehensive medical and self-management programs have not been implemented widely outside of systems funded by government agencies. The cost of developing and maintaining comprehensive systems continues to be a challenge and is seldom measured in efficacy studies. Lack of reimbursement for Web-based treatments is also a major barrier to implementation. These barriers must be overcome for widespread adoption and realization of subsequent cost savings.
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Affiliation(s)
- Linda Lockett Brown
- College of Human Sciences, Florida State University, Tallahassee, Florida 32306-2100, USA.
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Soulié-Strougar M, Charles A, Métral P, Quercia P, Souchier M, Chirpaz L, Bron A, Creuzot-Garcher C. [Screening diabetic retinopathy in Burgundy with an itinerant nonmydriatic camera]. J Fr Ophtalmol 2007; 30:121-6. [PMID: 17318092 DOI: 10.1016/s0181-5512(07)89560-x] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
INTRODUCTION The aim of this study was to assess the suitability of screening diabetic retinopathy (DR) with an itinerant nonmydriatic camera. METHODS This program required collaboration between ophthalmologists and general practitioners. Three professional organizations gave their support: L'union Professionnelle des Médecins Libéraux de Bourgogne (UPMLB), le Fonds d'Aide à la Qualité des Soins de Ville (FAQSV), et la Fédération des Associations des Diabétiques de Bourgogne (FADB). The screening programm took place from November 2004 to June 2005 throughout the Burgundy region. General practitioners, health professionals (pharmacists, nurses), local media, and health insurance offices informed patients of the DR screening. An orthoptist took photographs with a nonmydriatic digital camera. Each patient had four fundus photographs without pupillary dilatation. Photographs were analyzed in the Department of Ophthalmology of Dijon's General Hospital. RESULTS In this study, 676 diabetic patients were screened. Among these patients, 58 had DR, exclusively nonproliferative retinopathies. Nine percent of the photographs were ungradable. The mean age of patients with DR was 65 years. The mean onset of diabetes was 18 years before the study. Insulin therapy was followed by 27 patients (46.6%). Hemoglobin A1c was known in 26 patients (44.8%), with a mean value of 8.14%. Nearly 60% of patients with DR did not have their recommended annual consultation. After screening, 84% of patients consulted an ophthalmologist. CONCLUSION Screening DR with an itinerant nonmydriatic camera can improve ophthalmologic follow-up of diabetics in rural areas. This screening program has continued in 2006 with an adapted vehicle.
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Affiliation(s)
- M Soulié-Strougar
- Service d'Ophtalmologie, Hôpital général, CHU Dijon, BP1519, Dijon, France.
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Abstract
PURPOSE OF REVIEW Glaucoma is one of the leading causes of irreversible blindness worldwide. Early glaucoma detection and treatment are currently the only known methods for preventing blindness and low vision resulting from this frequently asymptomatic disease. RECENT FINDINGS New technologies for detecting early glaucomatous damage are important in diagnosing optic nerve disease, not only in community screening settings but also in clinics. Imaging of the optic nerve head and macula and retinal nerve fiber layer analysis can provide quick, automated, and quantitative measurements in agreement with clinical estimates of optic disc structure and visual function. In the area of perimetry, frequency-doubling technology is a promising and feasible mass-screening method with reasonable sensitivity for detecting visual field loss. Central corneal thickness has emerged as a new risk factor for the development and progression of glaucoma, thereby complicating the role of tonometry and measurement of intraocular pressure as screening parameters for glaucoma. Along with technological advances, strides are also being made with public policy and legislative efforts to bring glaucoma onto the national and global health care agenda. These initiatives incorporate vision-screening goals into national disease prevention programs emphasizing the need for early glaucoma detection and treatment. SUMMARY Glaucoma awareness needs to be increased through better education, and compliance with follow-up care needs to be improved to decrease the economic and social costs from glaucoma. In addition, screening models need to be developed that will be effective in developing countries where the risk of blindness from glaucoma is highest.
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Affiliation(s)
- Constance Nduaguba
- Scheie Eye Institute, University of Pennsylvania Health System, Philadelphia, Pennsylvania, USA
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Patton N, Aslam TM, MacGillivray T, Deary IJ, Dhillon B, Eikelboom RH, Yogesan K, Constable IJ. Retinal image analysis: concepts, applications and potential. Prog Retin Eye Res 2005; 25:99-127. [PMID: 16154379 DOI: 10.1016/j.preteyeres.2005.07.001] [Citation(s) in RCA: 257] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
As digital imaging and computing power increasingly develop, so too does the potential to use these technologies in ophthalmology. Image processing, analysis and computer vision techniques are increasing in prominence in all fields of medical science, and are especially pertinent to modern ophthalmology, as it is heavily dependent on visually oriented signs. The retinal microvasculature is unique in that it is the only part of the human circulation that can be directly visualised non-invasively in vivo, readily photographed and subject to digital image analysis. Exciting developments in image processing relevant to ophthalmology over the past 15 years includes the progress being made towards developing automated diagnostic systems for conditions, such as diabetic retinopathy, age-related macular degeneration and retinopathy of prematurity. These diagnostic systems offer the potential to be used in large-scale screening programs, with the potential for significant resource savings, as well as being free from observer bias and fatigue. In addition, quantitative measurements of retinal vascular topography using digital image analysis from retinal photography have been used as research tools to better understand the relationship between the retinal microvasculature and cardiovascular disease. Furthermore, advances in electronic media transmission increase the relevance of using image processing in 'teleophthalmology' as an aid in clinical decision-making, with particular relevance to large rural-based communities. In this review, we outline the principles upon which retinal digital image analysis is based. We discuss current techniques used to automatically detect landmark features of the fundus, such as the optic disc, fovea and blood vessels. We review the use of image analysis in the automated diagnosis of pathology (with particular reference to diabetic retinopathy). We also review its role in defining and performing quantitative measurements of vascular topography, how these entities are based on 'optimisation' principles and how they have helped to describe the relationship between systemic cardiovascular disease and retinal vascular changes. We also review the potential future use of fundal image analysis in telemedicine.
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Affiliation(s)
- Niall Patton
- Lions Eye Institute, 2, Verdun Street, Nedlands, WA 6009, Australia.
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