- •Foreword
- •Preface
- •Contents
- •1.1 Introduction
- •1.2 Method
- •1.2.1 Databases
- •1.2.2 Dates
- •1.2.3 Keywords
- •1.2.4 Criteria for Inclusion
- •1.2.5 Criteria for Exclusion
- •1.2.6 Selection of Papers
- •1.3 Results
- •1.3.1 Subspecialty
- •1.3.2 Type of Telemedicine
- •1.3.3 Study Design
- •1.3.4 Final Conclusions of Papers
- •1.4 Discussion
- •References
- •2.1 Introduction
- •2.2 The Need for Diabetic Retinopathy Screening Programs
- •2.4 Guidelines for Referring Patients
- •2.7 Program Models for Diabetic Retinopathy Screening
- •2.9 Program Personnel and Operations
- •2.9.1 Primary Care Providers
- •2.9.2 Photographers
- •2.9.3 Clinical Consultants
- •2.9.4 Administrators
- •2.9.5 A Note to CEOs, Operations Directors, and Clinic Managers
- •2.10 Policies and Procedures
- •2.10.1 Sample Protocol 1
- •2.10.1.1 Diabetic Retinopathy Screening Services
- •Policy
- •Background
- •Procedure
- •2.10.2 Sample Protocol 2
- •2.10.2.1 Pupil Dilation Before Diabetic Retinopathy Photography
- •Policy
- •Background
- •Procedure
- •2.10.3 Sample Protocol 3
- •2.10.3.1 Diabetic Retinopathy Photography Review
- •Policy
- •Background
- •Procedure
- •2.11 Technical Requirements
- •2.11.1 Connectivity
- •2.11.2 Resolution
- •2.11.3 Color
- •2.11.4 Stereopsis
- •2.11.5 Compression
- •2.11.6 Enhancement
- •2.11.7 Pupil Dilation
- •2.11.8 Early California Telemedicine Initiatives Diabetic Retinopathy Screening
- •2.11.9 The American Indian Diabetes Teleophthalmology Grant Program
- •2.11.10 Central Valley EyePACS Diabetic Retinopathy Screening Project
- •2.12.1 Diabetic Retinopathy
- •2.12.1.1 ADA Guidelines Terms
- •2.12.1.2 Vitrectomy
- •References
- •3: Stereopsis and Teleophthalmology
- •3.1 Introduction
- •3.2 History of Stereopsis and Stereopsis in Ophthalmology
- •3.3 Technology and Photography
- •3.3.3 Imaging Fields
- •3.3.4 Image Viewing Techniques
- •3.3.5 Image Compression
- •3.4 Stereoscopic Teleophthalmology Systems
- •3.4.1 University of Alberta
- •3.4.4 Joslin Vision Network
- •3.5 Conclusion
- •References
- •4.1 Introduction
- •4.2 Methods
- •4.2.1 Main Outcome Measures
- •4.3 Results
- •4.3.1 Retinal Video Recording Versus Retinal Still Photography
- •4.3.2 Video Compression Analysis
- •4.4 Discussion
- •References
- •5.1 Introduction
- •5.1.1 Automated, Remote Image Analysis of Retinal Diseases
- •5.1.2 Telehealth
- •5.2 Design Requirements
- •5.2.1 Telehealth Network Architecture
- •5.2.2 Work Flow
- •5.2.3 Performance Evaluation of the Network
- •5.3 Automated Image Analysis Overview
- •5.3.1 Quality Assessment Module
- •5.3.2 Vascular Tree Segmentation
- •5.3.3 Quality Evaluation
- •5.4 Anatomic Structure Segmentation
- •5.4.1 Optic Nerve Detection
- •5.4.2 Macula
- •5.4.3 Lesion Segmentation
- •5.4.4 Lesion Population Description
- •5.4.5 Image Query
- •5.5 Summary
- •References
- •6.1 Introduction
- •6.3 Optical Coherence Tomography to Detect Leakage
- •References
- •7.1 Introduction
- •7.2 Patients and Methods
- •7.2.1 Participants
- •7.2.2 Methods
- •7.2.3 Statistics
- •7.3 Results
- •7.3.1 Reliability of Image Evaluation
- •7.3.2 Prevalence of Glaucomatous Optic Nerve Atrophy
- •7.4 Discussion
- •7.5 Perspectives
- •References
- •8.1 Introduction
- •8.1.2 Homology Between Retinal and Systemic Microvasculature
- •8.1.3 Need for More Precise CVD Risk Prediction
- •8.2.1 Retinal Microvascular Signs
- •8.2.2 Retinal Vessel Biometry
- •8.2.3 Newer Retinal Imaging for Morphologic Features of Retinal Vasculature
- •8.3 Associations of Retinal Imaging and CVD Risk
- •8.3.1.1 Risk of Pre-clinical CVD
- •8.3.1.2 Risk of Stroke
- •8.3.1.3 Risk of Coronary Heart Disease
- •8.3.2.1 Risk of Hypertension
- •8.3.2.2 Risk of Stroke
- •8.3.2.3 Risk of Coronary Heart Disease
- •8.3.2.4 Risk of Peripheral Artery Disease
- •8.3.3 Newer Morphologic Features of Retinal Vasculature
- •8.4 Retinal Imaging and Its Potential as a Tool for CVD Risk Prediction
- •References
- •9.1 Alzheimer’s Disease
- •9.2 Treatments
- •9.3 Diagnosis
- •9.6 Conclusions
- •References
- •10.1 Introduction
- •10.1.1 Stroke
- •10.1.2 Heart Disease
- •10.1.3 Arteriovenous Ratio
- •10.2 Purpose
- •10.3 Method
- •10.3.1 Medical Approach
- •10.3.2 Technical Approach
- •10.3.3 Output of Medical Data
- •10.4 Patients
- •10.5 Results
- •10.5.1 Medical History
- •10.5.2 Telemedical Evaluation of Retinal Vessels
- •10.5.2.1 Prevalence of Retinal Microangiopathy
- •10.5.2.2 Arteriovenous Ratio
- •10.5.2.3 PROCAM-Index
- •10.6 Discussion and Perceptive
- •10.6.1 Estimation of “Stroke Risk” Estimated by the Stage of Retinal Microangiopathy
- •References
- •11.1 Introduction
- •11.2 System Requirements
- •11.3 Fundus Camera
- •11.4 Imaging Procedure
- •11.4.1 Reading Center Procedure
- •11.5 Detection of Macular Edema
- •11.6 Implementation
- •11.7 Unreadable Images
- •11.7.1 Impact on Overall Diabetic Retinopathy Assessment Rates
- •11.7.2 Compliance with Recommendations
- •11.7.3 Challenges
- •11.7.4 Summary
- •References
- •12.1 Screening
- •12.2 Background
- •12.3 Historical Perspective in England
- •12.4 Methodology
- •12.4.1 The Aim of the Programme
- •12.5 Systematic DR Screening
- •12.6 Cameras for Use in the English Screening Programme
- •12.7 Software for Use in the English Screening Programme
- •12.9 Implementation in England
- •12.11 Quality Assurance
- •12.12 The Development of External Quality Assurance in the English Screening Programme
- •12.13 Information Technology (IT) Developments for the English Screening Programme
- •12.14 Dataset Development
- •12.15 The Development of External Quality Assurance Test Set for the English Screening Programme
- •12.16 Failsafe
- •12.17 The Epidemic of Diabetes
- •References
- •13.1 Introduction
- •13.2 Burden of Diabetes and Diabetic Retinopathy in India
- •13.3 Diabetic Retinopathy Screening Models
- •13.4 Need for Telescreening
- •13.5 Guidelines for Telescreening
- •13.6 ATA Categories of DR Telescreening Validation
- •13.7 Yield of Diabetic Retinopathy in a Telescreening Model
- •13.8 How Are Images Transferred
- •13.10 How Many Fields Are Enough for Diabetic Retinopathy Screening
- •13.11 Is Mydriasis Needed While Using Nonmydriatic Camera?
- •13.12 Validation Studies on Telescreening
- •13.12.1 Accuracy of Telescreening
- •13.12.2 Patient Satisfaction in Telescreening
- •13.12.3 Cost Effectivity
- •13.12.4 Telescreening for Diabetic Retinopathy: Our Experience
- •13.13 Future of Diabetic Retinopathy Screening
- •References
- •14.1 Introduction
- •14.2 Methods
- •14.3 Discussion
- •14.4 Conclusion
- •References
- •15.1 Introduction
- •15.1.1 Description of the EADRSI
- •15.5 State Support of Screening in the Safety Net
- •15.7 Screening Economics for Providers
- •15.8 Patient Sensitivity to Fees
- •15.9 Conclusion
- •References
- •16.1 Introduction
- •16.2 Setting Up the New Screening Model
- •16.2.1 Phase 1: Training
- •16.2.2 Phase 2: Evaluation of Agreement
- •16.2.3 Phase 3: Implementation of the Screening Model
- •16.3 Technologic Requirements
- •16.3.1 Data Management
- •16.3.2 Data Models
- •16.3.2.1 Data Scheme for Patient-Related Information
- •16.3.2.2 Data Scheme for Images
- •Fundus Camera VISUCAM Pro NM
- •PACS Server
- •ClearCanvas DICOM Visualizer
- •16.4 Results
- •16.4.1 Phase 2: Agreement Evaluation
- •16.4.2 Phase 3: Implementation of the Screening Model
- •16.5 Discussion
- •16.5.1 Evaluation of the Screening Model
- •16.5.2 Prevalence of DR
- •16.5.3 Quality Evaluation
- •16.6 Conclusion
- •References
- •17.1.3 Examination and Treatment
- •17.1.4 Limitations of Current Care
- •17.2 Telemedicine and ROP
- •17.2.2 Accuracy and Reliability of Telemedicine for ROP Diagnosis
- •17.2.3 Operational ROP Telemedicine Systems
- •17.2.4 Potential Barriers
- •17.3 Closing Remarks
- •17.3.1 Future Directions
- •References
- •18.1 Introduction
- •18.2 Neonatal Stress and Pain
- •18.3 ROP Screening Technique
- •18.4 Effect of Different Examination Techniques on Stress
- •18.5 Future of Retinal Imaging in Babies
- •References
- •19.1 Introduction
- •19.2 History of the Program
- •19.3 Telehealth Technologies
- •19.4 Impact of the Program
- •Selected References
- •Preamble
- •Introduction
- •Background
- •The Diabetic Retinopathy Study (DRS)
- •Mission
- •Vision
- •Goals
- •Guiding Principles
- •Ethics
- •Clinical Validation
- •Category 1
- •Category 2
- •Category 3
- •Category 4
- •Communication
- •Medical Care Supervision
- •Patient Care Coordinator
- •Image Acquisition
- •Image Review and Evaluation
- •Information Systems
- •Interoperability
- •Image Acquisition
- •Compression
- •Data Communication and Transmission
- •Computer Display
- •Archiving and Retrieval
- •Security
- •Reliability and Redundancy
- •Documentation
- •Image Analysis
- •Legal Requirements
- •Facility Accreditation
- •Privileging and Credentialing
- •Stark Act and Self-referrals
- •State Medical Practice Acts/Licensure
- •Tort Liability
- •Duty
- •Standards of Care
- •Consent
- •Quality Control
- •Operations
- •Customer Support
- •Originating Site
- •Transmission
- •Distant Site
- •Financial Factors
- •Reimbursement
- •Grants
- •Federal Programs
- •Other Financial Factors
- •Equipment Cost
- •Summary
- •Abbreviations
- •Appendices
- •Appendix A: Interoperability
- •Appendix B: DICOM Metadata
- •Appendix C: Computer-Aided Detection
- •Appendix D: Health Insurance Portability and Accountability Act (HIPAA)
- •Appendix F: Quality Control
- •Appendix H: Customer Support
- •Level 1
- •Level 2
- •Level 3
- •Appendix I: Reimbursement
- •Medicare
- •Medicaid
- •Commercial Insurance Carrier Reimbursement
- •Other Financial Factors
- •Disease Prevention
- •Resource Utilization
- •American Telemedicine Association’s Telehealth Practice Recommendations for Diabetic Retinopathy
- •Conclusion
- •References
- •Contributors
- •Second Edition
- •First Edition
- •Index
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Introduction
Telemedicine is the use of medical information exchanged from one site to another via electronic communications. Closely associated with telemedicine is the term telehealth, often used to encompass a broader deÞnition of remote healthcare other than clinical service [1]. Telehealth holds the promise of increased adherence to evi- dence-based medicine, improved consistency of care, and reduced cost. Goals for an ocular telehealth program include preserving vision, reducing vision loss, and providing better access to medical care.
Telehealth Practice Recommendations for Diabetic Retinopathy presents recommendations for designing, implementing, and sustaining an ocular telehealth care program. It also addresses current DR telehealth clinical, technical, and administrative issues that form the basis for evaluating DR telehealth techniques and technologies. These recommendations are consistent with recent federal legislation and industry best practices that emphasize interoperable health information exchange. This document will be reviewed periodically and revised to reßect evolving technologies, regulations, and clinical guidelines.
Background
Diabetes mellitus (DM) is a leading cause of death, disability, and blindness in the USA [2, 3]. It afßicts as much as 8% of the American population [4] and the prevalence, and incidence of DM is increasing in the USA and worldwide [5Ð8]. The World Health Organization (WHO) estimates there are currently more than 285 million people worldwide with DM and predicts 439 million people with DM by 2030 [9]. The United States Centers for Disease Control and Prevention estimates 18 million Americans have diagnosed DM and an additional 6.4 million have the disease but have not yet been diagnosed [5].
DR is a microvascular complication of both type 1 and type 2 DM and develops in nearly all persons with DM. For the past 20 years, DR has remained the most common cause of blindness in working-age adult populations in the USA and
other developed countries. DR is the most frequently occurring microvascular complication of diabetes, affecting nearly all persons with 15 or more years of diabetes [10, 11]. The WHO estimates that after 15 years of DM, approximately 2% of people with DM become blind, while 10% develop severe visual handicap [12]. In the Wisconsin Epidemiologic Study of Diabetic Retinopathy (WESDR), 13% of the study population with DM duration less than 5 years and 90% with duration of DM 10Ð15 years had some level of DR when onset of DM was prior to age 30 years (presumed to have type 1 DM). For those with onset at age 30 years or older (presumed to have type 2 DM), 40% taking insulin, and 24% not taking insulin had some level of DR when the duration of DM was less than 5 years. Eighty-four percent taking insulin and 53% not taking insulin had some level of DR when duration of DM was 15Ð20 years [13, 14]. In the United Kingdom Prospective Diabetes Study (UKPDS), which enrolled subjects at the time of diagnosis of DM, nearly 40% of participants had some level of DR at diagnosis [15].
DR affects more than 5.3 million Americans over the age of 18 (2.5% of the US population) [16]. Diabetic macular edema (DME) is a manifestation of DR that may occur in any stage of DR and leads to loss of central vision [17Ð19]. The natural course of DME is characterized by chronic retinal vascular leakage and retinal thickening, often with intraretinal lipid deposition [6]. Over a 10-year period in the WESDR, DME was present in 24% of patients. Visually threatening clinically signiÞcant macular edema (CSME) was present in 10% of patients. DME is more common in type 2 diabetes patients on insulin than in type 1 diabetes patients, and prevalence increases in both types as the duration of diabetes increases.
The medical, social, and economic ramiÞcations of DR are substantial. Evidence-based treatments in clinical studies spanning 40 years demonstrate ways to virtually eliminate the risk of severe vision loss from proliferative diabetic retinopathy. Treatments are also available to signiÞcantly reduce the risk of legal blindness and moderate vision loss. For a variety of reasons, effective treatments such as laser surgery are underutilized.
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Clearly deÞned clinical standards for evaluating and treating DR have been established. Major multicenter clinical trials in the USA and UK provide the science behind DR clinical management.
The Diabetic Retinopathy Study (DRS)
The DRS (1971Ð1975) demonstrated conclusively that scatter (panretinal) laser photocoagulation reduces the risk of severe vision loss from proliferative diabetic retinopathy (PDR) by as much as 60% [20Ð22].
Early Treatment Diabetic Retinopathy
Study (ETDRS)
The ETDRS (1979Ð1990) demonstrated that scatter laser photocoagulation can reduce a personÕs risk of severe vision loss (best corrected vision of 5/200 or worse) to less than 2%. It also demonstrated that focal laser photocoagulation can reduce the risk of moderate vision loss (a doubling of the visual angle) from diabetic macular edema by 50%. There was no adverse effect on progression of DR or risk of vitreous hemorrhage for patients with DM who take up to 650 mg of aspirin per day [23Ð27].
Diabetes Control and Complications
Trial (DCCT)/Epidemiology
of Diabetes Interventions and
Complications (EDIC)
The DCCT (1983Ð1993) compared conventional blood glucose control to intensive blood glucose control in patients with type 1 DM and little or no DR. The DCCT conclusively demonstrated that for persons with type 1 DM, intensive control of blood glucose as reßected in measurements of glycosylated hemoglobin A1c:
¥Reduces the risk of a three-step progression of DR by 54%
¥Reduces the risk of developing severe nonproliferative DR (NPDR) or proliferative DR (PDR) by 47%
¥Reduces the need for laser surgery by 56%
¥Reduces the risk of diabetic macular edema by 23% [28Ð34]
SigniÞcantly, the EDIC study showed that at
10 years after the completion of the DCCT, subjects in the intensive control group continued to show a substantial decrease in risk of progression of DR compared to the conventional control group, despite a near convergence of hemoglobin A1c levels in both groups [35, 36].
The United Kingdom Prospective
Diabetes Study (UKPDS)
The UKPDS (1977Ð1999) demonstrated similar Þndings to the DCCT for persons with type 2 DM [37, 38]. As in the DCCT/EDIC studies, a legacy effect was noted, with subjects with intensive control continuing to have a lower risk of microvascular complications despite convergence of A1c levels in the intensive and conventional control groups [39].
The Diabetic Retinopathy Clinical
Research Network (DRCR Network)
The DRCR network is a collaborative network funded by the National Eye Institute in the USA to facilitate multicenter clinical research of diabetic retinopathy, diabetic macular edema, and associated conditions. The study involves more than 200 centers and 109 active sites nationwide in the USA [40, 41]. Current and completed studies conducted by the DRCR network are available on the networks website.
Because DR is often asymptomatic in its early stages, many people do not seek annual retinal examination as recommended by the American Diabetes Association, the American Academy of Ophthalmology, the American Optometric Association, and other professional societies. Others may lack care due to socioeconomic factors, geographic or travel restrictions, or ignorance of the need for regular retinal examination for DR. It is estimated that 40Ð50% of adults with DM in the USA do not receive recommended eye care to diagnose and treat DR [42]. Studies also
196 |
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|
show no major improvement in examination rates over the previous 5 years.
Approximately 26% of patients with type 1 DM and 36% with type 2 DM have never had their eyes examined [43]. These patients tend to be older, less educated, and more recently diagnosed than those receiving regular eye care [43]. They are also likely to live in rural areas and receive healthcare from a family or general practitioner [43]. Alarmingly, in one study, 32% of patients with DM at high risk for vision loss had never received an eye examination [44]. Upon examination, however, almost 61% exhibit DR, cataract, glaucoma, or other ocular manifestations of DM.
The prevalence of DR is high, and the incidence is growing in step with worldwide increases in DM. Loss of vision due to DR has a considerable impact on personal and societal resources. In the USA, approximately 24,000 persons become blind from DM each year. It is estimated that programs to identify and treat DR could annually save the US healthcare budget nearly $400 million [45, 46].
DR is readily diagnosed by appropriate examination. Film-based retinal imaging has been a mainstay of DR clinical care and research for many years. Digital retinal imagery is a relatively new tool for assessing patients with DR. Sevenstandard Þeld photography with digital images has been accepted as the standard for the DRCR network. Digital retinal imagery as part of a telehealth program has the potential to increase DR diagnoses, resulting in timely treatment and preservation of vision.
DM and its eye complications provide an ideal model for telehealth initiatives. DR care has a Þrm foundation in evidence-based medicine. DR is classiÞed by speciÞc retinal lesions, exacts a signiÞcant personal and socioeconomic toll, and is a treatable disease. According to the WHO, telehealth programs are Òdesigned to integrate telecommunications systems into the practice of protecting and promoting health,Ó while Òtelemedicine programs are designed to integrate telecommunications into diagnostic and therapeutic intervention for the practice of curative medicine.Ó [47] Ocular
telehealth and telemedicine have the potential of delivering eye care to those without access. They can also provide enhanced care to those with readily available ocular care. Telehealth programs can establish and enforce quality of care by linking to national clinical trial scientiÞc data; offer education modules to healthcare professionals, patients, and communities; and facilitate recruitment for clinical trials. The American Diabetes Association recognized the value of fundus imaging in its 2010 Clinical Practice Recommendations for DR when they noted:
High-quality fundus photographs can detect most clinically signiÞcant diabetic retinopathy. Interpretation of images should be performed by a trained eye care provider. While retinal photography may serve as a screening tool for retinopathy, it is not a substitute for a comprehensive eye exam, which should be performed at least initially and at intervals thereafter as recommended by an eye care professional [48].
Principles of a Telehealth Diabetic
Retinopathy Program
Private individuals, public and private institutes, national and international agencies, and individual governments on multiple levels may undertake telemedicine programs for DM and DR. Designing, building, implementing, and sustaining an ocular telehealth DR program require a clearly deÞned mission, vision, goals, and guiding principles. The following statements are a guide for leadership and staff in developing and sustaining appropriate and effective programs.
Mission
Increase access and adherence to demonstrated standards of care among individuals with DM.
Vision
Ocular telehealth can be an integral component of primary care for patients with DM. Ocular
