What is a Random Forest?

21 Nov 2025|Categories: |

What is a Random Forest? A random forest approach is a modern, state of the art machine learning approach. A random forest consists of 500 different uncorrelated decision trees. A decision tree is a hierarchical tree-like model of decisions. The ...

What is the Tomographic Biomechanical Index (TBI)?

21 Nov 2025|Categories: |

Prof. Renato Ambrósio from Brazil developed an index that combines tomographic and biomechanical parameters in order to reach maximal accuracy. Based on a so-called random forest algorithm – a modern machine learning approach – an overall risk score is provided ...

What is the Corvis Biomechanical Index (CBI)?

21 Nov 2025|Categories: |

The CBI was developed in order to detect early biomechanical changes in case of an early ectasia. It is based on a logistic regression formula including different Dynamic Corneal Response (DCR) parameters, the Stiffness Parameter and the corneal thickness profile ...

How is the biomechanical calculated IOP (bIOP) derived?

21 Nov 2025|Categories: |

The biomechanical corrected IOP (bIOP) takes corneal thickness, age and the biomechanical properties of the cornea into consideration. This enables an accurate IOP estimation even in case of altered biomechanical properties. The equation was derived based on so-called finite element ...

What is corneal stiffness?

21 Nov 2025|Categories: |

The Corvis® ST is the first device in clinical practice that provides a parameter for corneal stiffness. Corneal stiffness is a term to describe the overall rigidity of the cornea – it is a measure of the resistance against elastic ...

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