Preface |
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About the Editors |
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xii | |
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Part I Current and Future Epidemiological Approaches to Ophthalmology |
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1 | (84) |
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1 Use of Electronic Health Records, Disease Registries, and Health Insurance Databases in Ophthalmology |
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3 | (11) |
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Rachel Marjorie Wei Wen Tseng |
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3 | (1) |
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1.2 Electronic Health Records and Disease Registries |
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3 | (5) |
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1.3 Health Insurance Databases |
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8 | (3) |
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1.4 Future Outlook and Challenges |
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11 | (1) |
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11 | (3) |
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2 Application of Mobile and Wearable Technology in Data Collection for Ophthalmology |
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14 | (9) |
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2.1 Overview of General Use Cases of Remote Monitoring |
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14 | (1) |
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2.2 Domains of Remote Measurements |
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14 | (6) |
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20 | (3) |
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3 Telemedicine in Ophthalmology |
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23 | (18) |
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23 | (3) |
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3.2 Diabetic Retinopathy Background |
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26 | (5) |
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3.3 Retinopathy of Prematurity Background |
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31 | (6) |
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37 | (4) |
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4 Biochemical Markers in Ophthalmology |
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41 | (21) |
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41 | (1) |
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4.2 Genomic Markers in Ophthalmology |
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41 | (6) |
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4.3 Epigenetic and Transcription Regulation Biomarkers and Ocular Disease Phenotypes |
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47 | (3) |
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4.4 Small Molecules and Proteins in Ophthalmology |
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50 | (2) |
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52 | (2) |
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4.6 Microbiome and Human Disease |
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54 | (8) |
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5 Statistical Methods for Big Data |
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62 | (13) |
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62 | (1) |
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5.2 Fundamental Notions of Statistical Modeling |
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62 | (2) |
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5.3 The Main Machine Learning Models |
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64 | (6) |
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5.4 Examples of Statistical Methods in Big Data |
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70 | (2) |
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72 | (3) |
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6 Common Statistical Issues in Ophthalmic Research |
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75 | (10) |
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75 | (1) |
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6.2 What Is Statistics and Why Do We Use It? |
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76 | (1) |
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6.3 Common Issues in Inferential Statistical Methods |
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77 | (5) |
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6.4 Common Issues in Descriptive Statistical Methods |
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82 | (1) |
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83 | (2) |
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Part II Updates on Epidemiology of Eye Diseases |
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85 | (146) |
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7 Refractive Errors, Myopia, and Presbyopia |
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87 | (26) |
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87 | (1) |
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87 | (12) |
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99 | (1) |
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100 | (3) |
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103 | (2) |
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105 | (8) |
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113 | (15) |
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113 | (1) |
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8.2 Epidemiology of Corneal Blindness |
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113 | (3) |
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8.3 Big Data for Corneal Diseases |
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116 | (5) |
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8.4 Future Technologies for Corneal Diseases |
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121 | (1) |
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122 | (6) |
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128 | (6) |
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128 | (1) |
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9.2 Burden, Cost, and Impact of Dry-Eye Disease |
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128 | (2) |
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9.3 Risk Factors for Dry-Eye Disease |
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130 | (1) |
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131 | (3) |
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10 Cataract and Cataract Surgical Coverage |
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134 | (12) |
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134 | (1) |
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10.2 Age-Related Cataracts |
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134 | (1) |
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135 | (1) |
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10.4 Cataract-Grading Methods |
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136 | (3) |
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10.5 Cataract Surgical Coverage and Its Measurement |
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139 | (1) |
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10.6 Community Intervention Programs to Increase Cataract Surgical Coverage |
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140 | (1) |
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141 | (5) |
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146 | (20) |
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146 | (1) |
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11.2 Glaucoma Classification |
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146 | (1) |
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11.3 Global Prevalence of Glaucoma |
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146 | (4) |
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11.4 Incidence of Primary Glaucoma |
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150 | (1) |
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151 | (2) |
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153 | (1) |
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11.7 Risk Factors of Primary Glaucoma |
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154 | (3) |
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157 | (1) |
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158 | (1) |
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158 | (8) |
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12 Age-Related Macular Degeneration |
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166 | (7) |
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166 | (1) |
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166 | (1) |
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12.3 Visual Impairment and Blindness Caused by AMD |
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166 | (2) |
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168 | (1) |
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12.5 Limitations of Current Population-Based Studies and Future Works |
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169 | (1) |
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169 | (4) |
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13 Polypoidal Choroidal Vasculopathy |
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173 | (12) |
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173 | (1) |
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173 | (2) |
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175 | (1) |
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175 | (3) |
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178 | (1) |
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13.6 Randomized Controlled Trials and Real-World Data |
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179 | (2) |
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13.7 New Technologies in Epidemiological Research of PCV |
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181 | (4) |
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185 | (10) |
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185 | (1) |
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14.2 Classification of DR |
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185 | (1) |
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14.3 Epidemiology and Impact of DR |
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185 | (4) |
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189 | (2) |
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14.5 DR Screening for Detecting Onset and Monitoring Progression of DR |
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191 | (1) |
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191 | (4) |
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15 Non-DR Retinal Vascular Diseases |
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195 | (13) |
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195 | (1) |
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15.2 Retinal Vein Occlusion |
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195 | (1) |
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15.3 Hypertensive Retinopathy |
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196 | (2) |
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15.4 Retinal Arterial Occlusion |
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198 | (3) |
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15.5 Ocular Ischemic Syndrome |
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201 | (7) |
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208 | (10) |
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208 | (1) |
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16.2 Epidemiology of Uveitis |
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209 | (4) |
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16.3 Conditions in Specific Disease Entities |
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213 | (1) |
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214 | (4) |
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218 | (13) |
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218 | (1) |
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218 | (3) |
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221 | (4) |
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17.4 Conjunctival Squamous Cell Carcinoma |
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225 | (6) |
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Part III Epidemiological Methods for Evaluation and Intervention |
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231 | (44) |
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18 Systematic Review and Meta-Analysis |
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233 | (9) |
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233 | (1) |
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18.2 Steps in Completing a Systematic Review of Interventions |
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233 | (2) |
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18.3 Systematic Reviews of Other Types of Research Questions |
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235 | (3) |
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18.4 A Database of Systematic Reviews |
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238 | (1) |
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239 | (3) |
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19 Assessment of Vision-Related Quality of Life |
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242 | (13) |
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242 | (1) |
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19.2 Measurement of Patient-Reported Outcomes |
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242 | (1) |
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19.3 Systematic Review of the VRQoL Impact of VI and Ocular Pathologies at a Population-Based Level |
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243 | (3) |
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19.4 What Are the Best VRQoL PROMs to Use in Ocular Epidemiology? |
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246 | (3) |
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19.5 Conclusions and Future Research |
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249 | (6) |
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255 | (11) |
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255 | (1) |
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20.2 Conceptualizing Screening |
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255 | (1) |
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20.3 Screening Programs in Ophthalmology |
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256 | (5) |
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20.4 Future Advancements in Ophthalmic Screening |
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261 | (1) |
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262 | (4) |
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21 Community Intervention Trials in Eye Health |
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266 | (9) |
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266 | (1) |
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21.2 Randomized Controlled Trials |
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266 | (1) |
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21.3 Community Intervention Trials |
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266 | (5) |
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271 | (4) |
Index |
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