PhD Figures

Figures · complete English translation

114 Figures – extracted original artwork

114 figures · local figure areas extracted from the original PDF, with deterministic composites of real embedded sub-images where needed.

Extracted original figure 1: Embryonic Development of the Cornea (Graw, 2010) — Figure 1. Embryonic Development of the Cornea (Graw, 2010) Source: Original dissertation, Original p. 26. Figure area extracted locally from the original PDF.

Extracted original figure 2: Snell's Law (OCULUS) — Figure 2. Snell's Law (OCULUS) Source: Original dissertation, Original p. 32. Figure area extracted locally from the original PDF.

Extracted original figure 3: Comparison of the Compliance Curve of a Normal Cornea (top) and a Keratoconic Cornea (bottom) (Mazen M. Sinjab, 2011b) — Figure 3. Comparison of the Compliance Curve of a Normal Cornea (top) and a Keratoconic Cornea (bottom) (Mazen M. Sinjab, 2011b) Source: Original dissertation, Original p. 33. Figure area extracted locally from the original PDF.

Extracted original figure 4: Pellucid Marginal Degeneration (Mazen M. Sinjab, 2011a) — Figure 4. Pellucid Marginal Degeneration (Mazen M. Sinjab, 2011a) Source: Original dissertation, Original p. 35. Figure area extracted locally from the original PDF.

Extracted original figure 5: Keratoglobus (Mazen M. Sinjab, 2011a) — Figure 5. Keratoglobus (Mazen M. Sinjab, 2011a) Source: Original dissertation, Original p. 36. Figure area extracted locally from the original PDF.

Extracted original figure 6: Terrien Marginal Dystrophy (Mazen M. Sinjab, 2011a) — Figure 6. Terrien Marginal Dystrophy (Mazen M. Sinjab, 2011a) Source: Original dissertation, Original p. 37. Figure area extracted locally from the original PDF.

Extracted original figure 7: Keratoconus (Mazen M. Sinjab, 2011a) — Figure 7. Keratoconus (Mazen M. Sinjab, 2011a) Source: Original dissertation, Original p. 41. Figure area extracted locally from the original PDF.

Extracted original figure 8: Placido Disc — Figure 8. Placido Disc Source: Original dissertation, Original p. 44. Figure area extracted locally from the original PDF.

Extracted original figure 9: Photokeratometer — Figure 9. Photokeratometer Source: Original dissertation, Original p. 45. Figure area extracted locally from the original PDF.

Extracted original figure 10: Example of an Orbscan Image with Basic Indices and Maps — Figure 10. Example of an Orbscan Image with Basic Indices and Maps Source: Original dissertation, Original p. 46. Figure area extracted locally from the original PDF.

Extracted original figure 11: Example of a Pentacam Topography Image with Basic Indices and Maps (OCULUS) — Figure 11. Example of a Pentacam Topography Image with Basic Indices and Maps (OCULUS) Source: Original dissertation, Original p. 47. Figure area extracted locally from the original PDF.

Extracted original figure 12: Example of a Sirius Image with Basic Indices and Maps (CSO, 2018) — Figure 12. Example of a Sirius Image with Basic Indices and Maps (CSO, 2018) Source: Original dissertation, Original p. 48. Figure area extracted locally from the original PDF.

Extracted original figure 13: Example of an MS-39 Image with Basic Indices and Maps (CSO) — Figure 13. Example of an MS-39 Image with Basic Indices and Maps (CSO) Source: Original dissertation, Original p. 49. Figure area extracted locally from the original PDF.

Extracted original figure 14: Example of a Pachymetry Map of a Normal Cornea — Figure 14. Example of a Pachymetry Map of a Normal Cornea Source: Original dissertation, Original p. 50. Figure area extracted locally from the original PDF.

Extracted original figure 15: Tangential Curvature Map of a Normal Cornea — Figure 15. Tangential Curvature Map of a Normal Cornea Source: Original dissertation, Original p. 51. Figure area extracted locally from the original PDF.

Extracted original figure 16: Calculation of Curvature Values: A – Tangential Map, B – Sagittal Map — Figure 16. Calculation of Curvature Values: A – Tangential Map, B – Sagittal Map Source: Original dissertation, Original p. 51. Figure area extracted locally from the original PDF.

Extracted original figure 17: Example of a Sagittal Curvature Map of a Normal Cornea — Figure 17. Example of a Sagittal Curvature Map of a Normal Cornea Source: Original dissertation, Original p. 52. Figure area extracted locally from the original PDF.

Extracted original figure 18: Example of an Elevation Map of a Normal Cornea — Figure 18. Example of an Elevation Map of a Normal Cornea Source: Original dissertation, Original p. 53. Figure area extracted locally from the original PDF.

Extracted original figure 19: Example of a Refractive Power Map of a Normal Cornea — Figure 19. Example of a Refractive Power Map of a Normal Cornea Source: Original dissertation, Original p. 54. Figure area extracted locally from the original PDF.

Extracted original figure 20: Example of an Anterior Chamber Map of a Normal Cornea — Figure 20. Example of an Anterior Chamber Map of a Normal Cornea Source: Original dissertation, Original p. 55. Figure area extracted locally from the original PDF.

Extracted original figure 21: Zernike Analysis — Figure 21. Zernike Analysis Source: Original dissertation, Original p. 56. Figure area extracted locally from the original PDF.

Extracted original figure 22: Some Indices Used by the SIRIUS Device for Corneal Classification — Figure 22. Some Indices Used by the SIRIUS Device for Corneal Classification Source: Original dissertation, Original p. 59. Figure area extracted locally from the original PDF.

Extracted original figure 23: Some Topographic Patterns of the Sagittal Curvature Map in Keratoconus — Figure 23. Some Topographic Patterns of the Sagittal Curvature Map in Keratoconus Source: Original dissertation, Original p. 61. Figure area extracted locally from the original PDF.

Extracted original figure 24: Different Patterns on Elevation Maps — Figure 24. Different Patterns on Elevation Maps Source: Original dissertation, Original p. 62. Figure area extracted locally from the original PDF.

Extracted original figure 25: Comparison between a Biological and an Artificial Neuron (Fiorelli, Tomita & Neto, 2015) — Figure 25. Comparison between a Biological and an Artificial Neuron (Fiorelli, Tomita & Neto, 2015) Source: Original dissertation, Original p. 70. Figure area extracted locally from the original PDF.

Extracted original figure 26: Model of a Three-Layer Artificial Neural Network (Sarno & Wijaya, 2019) — Figure 26. Model of a Three-Layer Artificial Neural Network (Sarno & Wijaya, 2019) Source: Original dissertation, Original p. 71. Figure area extracted locally from the original PDF.

Extracted original figure 27: Illustration of the Training Process (Negnevitsky, 2005) — Figure 27. Illustration of the Training Process (Negnevitsky, 2005) Source: Original dissertation, Original p. 72. Figure area extracted locally from the original PDF.

Extracted original figure 28: Training Process Flow and Accuracy Change between Training and Validation Groups (Zimmermann, 2017) — Figure 28. Training Process Flow and Accuracy Change between Training and Validation Groups (Zimmermann, 2017) Source: Original dissertation, Original p. 72. Figure area extracted locally from the original PDF.

Extracted original figure 29: Schematic Representation of the Relationship between Artificial Intelligence, Machine Learning, and Deep Learning (Oppermann, 2019) — Figure 29. Schematic Representation of the Relationship between Artificial Intelligence, Machine Learning, and Deep Learning (Oppermann, 2019) Source: Original dissertation, Original p. 74. Figure area extracted locally from the original PDF.

Extracted original figure 30: Multi-Layer Artificial Network as a Model of a Deep Learning Network (Oppermann, 2019) — Figure 30. Multi-Layer Artificial Network as a Model of a Deep Learning Network (Oppermann, 2019) Source: Original dissertation, Original p. 75. Figure area extracted locally from the original PDF.

Extracted original figure 31: Difference between Machine Learning and Deep Learning (Oppermann, 2019) — Figure 31. Difference between Machine Learning and Deep Learning (Oppermann, 2019) Source: Original dissertation, Original p. 75. Figure area extracted locally from the original PDF.

Extracted original figure 32: How a Filter Operates (Jeong, 2019) — Figure 32. How a Filter Operates (Jeong, 2019) Source: Original dissertation, Original p. 76. Figure area extracted locally from the original PDF.

Extracted original figure 33: Feature Map Generated by a Filter (Jeong, 2019) — Figure 33. Feature Map Generated by a Filter (Jeong, 2019) Source: Original dissertation, Original p. 77. Figure area extracted locally from the original PDF.

Extracted original figure 34: How the Pooling Layer Operates (Jeong, 2019) — Figure 34. How the Pooling Layer Operates (Jeong, 2019) Source: Original dissertation, Original p. 77. Figure area extracted locally from the original PDF.

Extracted original figure 35: How the Flattening Layer Operates and Its Connection to Subsequent Layers through to the Output Layer (Jeong, 2019) — Figure 35. How the Flattening Layer Operates and Its Connection to Subsequent Layers through to the Output Layer (Jeong, 2019) Source: Original dissertation, Original p. 78. Figure area extracted locally from the original PDF.

Extracted original figure 36: Number of Studies Published on PubMed per Year — Figure 36. Number of Studies Published on PubMed per Year Source: Original dissertation, Original p. 83. Figure area extracted locally from the original PDF.

Extracted original figure 37: Number of Studies Published on PubMed per Year — Figure 37. Number of Studies Published on PubMed per Year Source: Original dissertation, Original p. 86. Figure area extracted locally from the original PDF.

Extracted original figure 38: Number of PubMed Publications by Disease (Analysis for 2007–2018) — Figure 38. Number of PubMed Publications by Disease (Analysis for 2007–2018) Source: Original dissertation, Original p. 87. Figure area extracted locally from the original PDF.

Extracted original figure 39: ROC Diagram Compared to a Group of Physicians (coloured points) — Figure 39. ROC Diagram Compared to a Group of Physicians (coloured points) Source: Original dissertation, Original p. 88. Figure area extracted locally from the original PDF.

Extracted original figure 40: CBI and TBI (Oculus, 2021) — Figure 40. CBI and TBI (Oculus, 2021) Source: Original dissertation, Original p. 92. Figure area extracted locally from the original PDF.

Extracted original figure 41: Discriminative Feature Map in the Centre and Heatmap on the Right Side of the Image — Figure 41. Discriminative Feature Map in the Centre and Heatmap on the Right Side of the Image Source: Original dissertation, Original p. 94. Figure area extracted locally from the original PDF.

Extracted original figure 42: Distribution of the Training Group by Diagnosis — Figure 42. Distribution of the Training Group by Diagnosis Source: Original dissertation, Original p. 100. Figure area extracted locally from the original PDF.

Extracted original figure 43: Mann–Whitney Test for Age Distribution by Gender in the Training Group — Figure 43. Mann–Whitney Test for Age Distribution by Gender in the Training Group Source: Original dissertation, Original p. 103. Figure area extracted locally from the original PDF.

Extracted original figure 44: Kruskal–Wallis Test for Age Distribution by Diagnosis in the Training Group — Figure 44. Kruskal–Wallis Test for Age Distribution by Diagnosis in the Training Group Source: Original dissertation, Original p. 104. Figure area extracted locally from the original PDF.

Extracted original figure 45: Distribution of the Test Group by Diagnosis — Figure 45. Distribution of the Test Group by Diagnosis Source: Original dissertation, Original p. 105. Figure area extracted locally from the original PDF.

Extracted original figure 46: Mann–Whitney Test for Age Distribution by Gender in the Test Group — Figure 46. Mann–Whitney Test for Age Distribution by Gender in the Test Group Source: Original dissertation, Original p. 108. Figure area extracted locally from the original PDF.

Extracted original figure 47: Kruskal–Wallis Test for Age Distribution by Diagnosis in the Test Group — Figure 47. Kruskal–Wallis Test for Age Distribution by Diagnosis in the Test Group Source: Original dissertation, Original p. 109. Figure area extracted locally from the original PDF.

Extracted original figure 48: Confusion Matrix of the Training Group (Anterior Sagittal Curvature Map) — Figure 48. Confusion Matrix of the Training Group (Anterior Sagittal Curvature Map) Source: Original dissertation, Original p. 115. Figure area extracted locally from the original PDF.

Extracted original figure 49: Confusion Matrix of the Validation Group (Anterior Sagittal Curvature Map) — Figure 49. Confusion Matrix of the Validation Group (Anterior Sagittal Curvature Map) Source: Original dissertation, Original p. 116. Figure area extracted locally from the original PDF.

Extracted original figure 50: Confusion Matrix of the Test Group (Anterior Sagittal Curvature Map) — Figure 50. Confusion Matrix of the Test Group (Anterior Sagittal Curvature Map) Source: Original dissertation, Original p. 117. Figure area extracted locally from the original PDF.

Extracted original figure 51: Confusion Matrix of the Training Group (Posterior Sagittal Curvature Map) — Figure 51. Confusion Matrix of the Training Group (Posterior Sagittal Curvature Map) Source: Original dissertation, Original p. 118. Figure area extracted locally from the original PDF.

Extracted original figure 52: Confusion Matrix of the Validation Group (Posterior Sagittal Curvature Map) — Figure 52. Confusion Matrix of the Validation Group (Posterior Sagittal Curvature Map) Source: Original dissertation, Original p. 119. Figure area extracted locally from the original PDF.

Extracted original figure 53: Confusion Matrix of the Test Group (Posterior Sagittal Curvature Map) — Figure 53. Confusion Matrix of the Test Group (Posterior Sagittal Curvature Map) Source: Original dissertation, Original p. 120. Figure area extracted locally from the original PDF.

Extracted original figure 54: Confusion Matrix of the Training Group (Anterior Tangential Curvature Map) — Figure 54. Confusion Matrix of the Training Group (Anterior Tangential Curvature Map) Source: Original dissertation, Original p. 121. Figure area extracted locally from the original PDF.

Extracted original figure 55: Confusion Matrix of the Validation Group (Anterior Tangential Curvature Map) — Figure 55. Confusion Matrix of the Validation Group (Anterior Tangential Curvature Map) Source: Original dissertation, Original p. 122. Figure area extracted locally from the original PDF.

Extracted original figure 56: Confusion Matrix of the Test Group (Anterior Tangential Curvature Map) — Figure 56. Confusion Matrix of the Test Group (Anterior Tangential Curvature Map) Source: Original dissertation, Original p. 123. Figure area extracted locally from the original PDF.

Extracted original figure 57: Confusion Matrix of the Training Group (Posterior Tangential Curvature Map) — Figure 57. Confusion Matrix of the Training Group (Posterior Tangential Curvature Map) Source: Original dissertation, Original p. 124. Figure area extracted locally from the original PDF.

Extracted original figure 58: Confusion Matrix of the Validation Group (Posterior Tangential Curvature Map) — Figure 58. Confusion Matrix of the Validation Group (Posterior Tangential Curvature Map) Source: Original dissertation, Original p. 125. Figure area extracted locally from the original PDF.

Extracted original figure 59: Confusion Matrix of the Test Group (Posterior Tangential Curvature Map) — Figure 59. Confusion Matrix of the Test Group (Posterior Tangential Curvature Map) Source: Original dissertation, Original p. 126. Figure area extracted locally from the original PDF.

Extracted original figure 60: Confusion Matrix of the Training Group (Pachymetry Map) — Figure 60. Confusion Matrix of the Training Group (Pachymetry Map) Source: Original dissertation, Original p. 127. Figure area extracted locally from the original PDF.

Extracted original figure 61: Confusion Matrix of the Validation Group (Pachymetry Map) — Figure 61. Confusion Matrix of the Validation Group (Pachymetry Map) Source: Original dissertation, Original p. 128. Figure area extracted locally from the original PDF.

Extracted original figure 62: Confusion Matrix of the Test Group (Pachymetry Map) — Figure 62. Confusion Matrix of the Test Group (Pachymetry Map) Source: Original dissertation, Original p. 129. Figure area extracted locally from the original PDF.

Extracted original figure 63: Confusion Matrix of the Training Group (Anterior Elevation Map) — Figure 63. Confusion Matrix of the Training Group (Anterior Elevation Map) Source: Original dissertation, Original p. 130. Figure area extracted locally from the original PDF.

Extracted original figure 64: Confusion Matrix of the Validation Group (Anterior Elevation Map) — Figure 64. Confusion Matrix of the Validation Group (Anterior Elevation Map) Source: Original dissertation, Original p. 131. Figure area extracted locally from the original PDF.

Extracted original figure 65: Confusion Matrix of the Test Group (Anterior Elevation Map) — Figure 65. Confusion Matrix of the Test Group (Anterior Elevation Map) Source: Original dissertation, Original p. 132. Figure area extracted locally from the original PDF.

Extracted original figure 66: Confusion Matrix of the Training Group (Posterior Elevation Map) — Figure 66. Confusion Matrix of the Training Group (Posterior Elevation Map) Source: Original dissertation, Original p. 133. Figure area extracted locally from the original PDF.

Extracted original figure 67: Confusion Matrix of the Validation Group (Posterior Elevation Map) — Figure 67. Confusion Matrix of the Validation Group (Posterior Elevation Map) Source: Original dissertation, Original p. 134. Figure area extracted locally from the original PDF.

Extracted original figure 68: Confusion Matrix of the Test Group (Posterior Elevation Map) — Figure 68. Confusion Matrix of the Test Group (Posterior Elevation Map) Source: Original dissertation, Original p. 135. Figure area extracted locally from the original PDF.

Extracted original figure 69: Confusion Matrix of the Training Group (Anterior Refractive Power Map) — Figure 69. Confusion Matrix of the Training Group (Anterior Refractive Power Map) Source: Original dissertation, Original p. 136. Figure area extracted locally from the original PDF.

Extracted original figure 70: Confusion Matrix of the Validation Group (Anterior Refractive Power Map) — Figure 70. Confusion Matrix of the Validation Group (Anterior Refractive Power Map) Source: Original dissertation, Original p. 137. Figure area extracted locally from the original PDF.

Extracted original figure 71: Confusion Matrix of the Test Group (Anterior Refractive Power Map) — Figure 71. Confusion Matrix of the Test Group (Anterior Refractive Power Map) Source: Original dissertation, Original p. 138. Figure area extracted locally from the original PDF.

Extracted original figure 72: Confusion Matrix of the Training Group (Posterior Refractive Power Map) — Figure 72. Confusion Matrix of the Training Group (Posterior Refractive Power Map) Source: Original dissertation, Original p. 139. Figure area extracted locally from the original PDF.

Extracted original figure 73: Confusion Matrix of the Validation Group (Posterior Refractive Power Map) — Figure 73. Confusion Matrix of the Validation Group (Posterior Refractive Power Map) Source: Original dissertation, Original p. 140. Figure area extracted locally from the original PDF.

Extracted original figure 74: Confusion Matrix of the Test Group (Posterior Refractive Power Map) — Figure 74. Confusion Matrix of the Test Group (Posterior Refractive Power Map) Source: Original dissertation, Original p. 141. Figure area extracted locally from the original PDF.

Extracted original figure 75: Confusion Matrix of the Training Group (Equivalent Refractive Power Map) — Figure 75. Confusion Matrix of the Training Group (Equivalent Refractive Power Map) Source: Original dissertation, Original p. 142. Figure area extracted locally from the original PDF.

Extracted original figure 76: Confusion Matrix of the Validation Group (Equivalent Refractive Power Map) — Figure 76. Confusion Matrix of the Validation Group (Equivalent Refractive Power Map) Source: Original dissertation, Original p. 143. Figure area extracted locally from the original PDF.

Extracted original figure 77: Confusion Matrix of the Test Group (Equivalent Refractive Power Map) — Figure 77. Confusion Matrix of the Test Group (Equivalent Refractive Power Map) Source: Original dissertation, Original p. 144. Figure area extracted locally from the original PDF.

Extracted original figure 78: Confusion Matrix of the Training Group (AI System) — Figure 78. Confusion Matrix of the Training Group (AI System) Source: Original dissertation, Original p. 145. Figure area extracted locally from the original PDF.

Extracted original figure 79: Confusion Matrix of the Validation Group (AI System) — Figure 79. Confusion Matrix of the Validation Group (AI System) Source: Original dissertation, Original p. 146. Figure area extracted locally from the original PDF.

Extracted original figure 80: Confusion Matrix of the Test Group (AI System) — Figure 80. Confusion Matrix of the Test Group (AI System) Source: Original dissertation, Original p. 147. Figure area extracted locally from the original PDF.

Extracted original figure 81: Confusion Matrix of the Test Group (SIRIUS) — Figure 81. Confusion Matrix of the Test Group (SIRIUS) Source: Original dissertation, Original p. 148. Figure area extracted locally from the original PDF.

Extracted original figure 82: Confusion Matrix of the Test Group (Physician without AI Support) — Figure 82. Confusion Matrix of the Test Group (Physician without AI Support) Source: Original dissertation, Original p. 149. Figure area extracted locally from the original PDF.

Extracted original figure 83: Confusion Matrix of the Test Group (Physician with AI Support) — Figure 83. Confusion Matrix of the Test Group (Physician with AI Support) Source: Original dissertation, Original p. 150. Figure area extracted locally from the original PDF.

Extracted original figure 84: Confusion Matrix of the Test Group (Physician with SIRIUS Device Support) — Figure 84. Confusion Matrix of the Test Group (Physician with SIRIUS Device Support) Source: Original dissertation, Original p. 151. Figure area extracted locally from the original PDF.

Extracted original figure 85: Binary Confusion Matrix (AI System vs. SIRIUS Result) — Figure 85. Binary Confusion Matrix (AI System vs. SIRIUS Result) Source: Original dissertation, Original p. 153. Figure area extracted locally from the original PDF.

Extracted original figure 86: Binary Confusion Matrix (AI System vs. Physician Result without Support) — Figure 86. Binary Confusion Matrix (AI System vs. Physician Result without Support) Source: Original dissertation, Original p. 153. Figure area extracted locally from the original PDF.

Extracted original figure 87: Binary Confusion Matrix (AI System vs. Physician Result with AI Support) — Figure 87. Binary Confusion Matrix (AI System vs. Physician Result with AI Support) Source: Original dissertation, Original p. 154. Figure area extracted locally from the original PDF.

Extracted original figure 88: Binary Confusion Matrix (AI System vs. Physician Result with SIRIUS Support) — Figure 88. Binary Confusion Matrix (AI System vs. Physician Result with SIRIUS Support) Source: Original dissertation, Original p. 154. Figure area extracted locally from the original PDF.

Extracted original figure 89: Binary Confusion Matrix (SIRIUS Result vs. Physician Result without Support) — Figure 89. Binary Confusion Matrix (SIRIUS Result vs. Physician Result without Support) Source: Original dissertation, Original p. 155. Figure area extracted locally from the original PDF.

Extracted original figure 90: Binary Confusion Matrix (SIRIUS Result vs. Physician Result with AI Support) — Figure 90. Binary Confusion Matrix (SIRIUS Result vs. Physician Result with AI Support) Source: Original dissertation, Original p. 155. Figure area extracted locally from the original PDF.

Extracted original figure 91: Binary Confusion Matrix (SIRIUS Result vs. Physician Result with SIRIUS Support) — Figure 91. Binary Confusion Matrix (SIRIUS Result vs. Physician Result with SIRIUS Support) Source: Original dissertation, Original p. 156. Figure area extracted locally from the original PDF.

Extracted original figure 92: Binary Confusion Matrix (Physician Result without Support vs. Physician Result with AI Support) — Figure 92. Binary Confusion Matrix (Physician Result without Support vs. Physician Result with AI Support) Source: Original dissertation, Original p. 156. Figure area extracted locally from the original PDF.

Extracted original figure 93: Binary Confusion Matrix (Physician Result without Support vs. Physician Result with SIRIUS Support) — Figure 93. Binary Confusion Matrix (Physician Result without Support vs. Physician Result with SIRIUS Support) Source: Original dissertation, Original p. 157. Figure area extracted locally from the original PDF.

Extracted original figure 94: Binary Confusion Matrix (Physician Result with AI Support vs. Physician Result with SIRIUS Support) — Figure 94. Binary Confusion Matrix (Physician Result with AI Support vs. Physician Result with SIRIUS Support) Source: Original dissertation, Original p. 157. Figure area extracted locally from the original PDF.

Extracted original figure 95: Heatmaps of the Network for the Anterior Sagittal Curvature Map — Figure 95. Heatmaps of the Network for the Anterior Sagittal Curvature Map Source: Original dissertation, Original p. 167. Figure area extracted locally from the original PDF.

Extracted original figure 96: Heatmaps of the Network for the Posterior Sagittal Curvature Map — Figure 96. Heatmaps of the Network for the Posterior Sagittal Curvature Map Source: Original dissertation, Original p. 168. Figure area extracted locally from the original PDF.

Extracted original figure 97: Heatmaps of the Network for the Anterior Tangential Curvature Map — Figure 97. Heatmaps of the Network for the Anterior Tangential Curvature Map Source: Original dissertation, Original p. 168. Figure area extracted locally from the original PDF.

Extracted original figure 98: Heatmaps of the Network for the Posterior Tangential Curvature Map — Figure 98. Heatmaps of the Network for the Posterior Tangential Curvature Map Source: Original dissertation, Original p. 169. Figure area extracted locally from the original PDF.

Extracted original figure 99: Heatmaps of the Network for the Anterior Elevation Map — Figure 99. Heatmaps of the Network for the Anterior Elevation Map Source: Original dissertation, Original p. 169. Figure area extracted locally from the original PDF.

Extracted original figure 100: Heatmaps of the Network for the Posterior Elevation Map — Figure 100. Heatmaps of the Network for the Posterior Elevation Map Source: Original dissertation, Original p. 170. Figure area extracted locally from the original PDF.

Extracted original figure 101: Heatmaps of the Network for the Pachymetry Map — Figure 101. Heatmaps of the Network for the Pachymetry Map Source: Original dissertation, Original p. 170. Figure area extracted locally from the original PDF.

Extracted original figure 102: Heatmaps of the Network for the Equivalent Refractive Power Map — Figure 102. Heatmaps of the Network for the Equivalent Refractive Power Map Source: Original dissertation, Original p. 171. Figure area extracted locally from the original PDF.

Extracted original figure 103: Heatmaps of the Network for the Anterior Refractive Power Map — Figure 103. Heatmaps of the Network for the Anterior Refractive Power Map Source: Original dissertation, Original p. 172. Figure area extracted locally from the original PDF.

Extracted original figure 104: Heatmaps of the Network for the Posterior Refractive Power Map — Figure 104. Heatmaps of the Network for the Posterior Refractive Power Map Source: Original dissertation, Original p. 172. Figure area extracted locally from the original PDF.

Extracted original figure 105: Case 1 — Figure 105. Case 1 Source: Original dissertation, Original p. 174. Figure area extracted locally from the original PDF.

Extracted original figure 106: Case 2 — Figure 106. Case 2 Source: Original dissertation, Original p. 175. Figure area extracted locally from the original PDF.

Extracted original figure 107: Case 3 — Figure 107. Case 3 Source: Original dissertation, Original p. 176. Figure area extracted locally from the original PDF.

Extracted original figure 108: Case 4 — Figure 108. Case 4 Source: Original dissertation, Original p. 178. Figure area extracted locally from the original PDF.

Extracted original figure 109: Case 5 — Figure 109. Case 5 Source: Original dissertation, Original p. 179. Figure area extracted locally from the original PDF.

Extracted original figure 110: Case 6 — Figure 110. Case 6 Source: Original dissertation, Original p. 180. Figure area extracted locally from the original PDF.

Extracted original figure 111: Case 7 — Figure 111. Case 7 Source: Original dissertation, Original p. 182. Figure area extracted locally from the original PDF.

Extracted original figure 112: Case 8 — Figure 112. Case 8 Source: Original dissertation, Original p. 183. Figure area extracted locally from the original PDF.

Extracted original figure 113: Case 9 — Figure 113. Case 9 Source: Original dissertation, Original p. 184. Figure area extracted locally from the original PDF.

Extracted original figure 114: Summary of Programme Usage — Figure 114. Summary of Programme Usage Source: Original dissertation, Original p. 189. Figure area extracted locally from the original PDF.