Title of article :
Complementary Keratoconus Indices Based on Topographical Interpretation of Biomechanical Waveform Parameters: A Supplement to Established Keratoconus Indices
Author/Authors :
Goebels, Susanne Department of Ophthalmology - Saarland University Medical Centre - Kirrberger Strasse - Homburg - Saar, Germany , Eppig, Timo Department of Experimental Ophthalmology - Saarland University - Kirrberger Strasse - Homburg - Saar, Germany , Wagenpfeil, Stefan Saarland University - Campus Homburg - Homburg - Saar, Germany , Cayless, Alan Department of Physical Sciences - Open University - Milton Keynes, UK , Seitz, Berthold Department of Ophthalmology - Saarland University Medical Centre - Kirrberger Strasse - Homburg - Saar, Germany , Langenbucher, Achim Department of Experimental Ophthalmology - Saarland University - Kirrberger Strasse - Homburg - Saar, Germany
Abstract :
To build new models with the Ocular Response Analyzer (ORA) waveform parameters to create new indices analogous
to established topographic keratoconus indices. Method. Biomechanical, tomographic, and topographic measurements of 505
eyes from the Homburger Keratoconus Centre were included. Thirty-seven waveform parameters (WF) were derived from the
biomechanical measurement with the ORA. Area under curve (ROC, receiver operating characteristic) was used to quantify the
screening performance. A logistic regression analysis was used to create two new keratoconus prediction models based on these
waveform parameters to resample the clinically established keratoconus indices from Pentacam and TMS-5. Results. ROC curves
show the best results for the waveform parameters p1area, p2area, ℎ1, ℎ2, dive1, mslew1, aspect1, aplhf, and dslope1. The new
keratoconus prediction model to resample the Pentacam topographic keratoconus index (TKC) was WFTKC = −4.068 + 0.002 ×
p2area − 0.005 × dive1 − 0.01 × h1 − 2.501 × aplhf, which achieves a sensitivity of 90.3% and specificity of 89.4%; to resample the
TMS-5 keratoconus classification index (KCI) it was WFKCI = −3.606 + 0.002 × p2area, which achieves a sensitivity of 75.4% and
a specificity of 81.8%. Conclusion. In addition to the biomechanically provided Keratoconus Index two new indices which were
based on the topographic gold standards (either Pentacam or TMS-5) were created. Of course, these do not replace the original
topographic measurement.
Keywords :
Topographical , Complementary , Keratoconus , ORA
Journal title :
Computational and Mathematical Methods in Medicine