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Translational Vision Science & Technology • Vol 10 • No 7
Development and Comparison of Machine Learning Algorithms to Determine Visual Field Progression
2021
MLCs may help to determine visual field progression.
Article

Algorithm

Sequence of operations for a task

In mathematics and computer science, an algorithm ( ) is a finite sequence of mathematically rigorous instructions, typically used to solve a class of specific problems or to perform a computation. Algorithms are used as specifications for performing calculations and data processing. More advanced algorithms can use conditionals to divert the code execution through various routes (referred to as automated decision-making) and deduce valid inferences (referred to as automated reasoning).

In contrast, a heuristic is an approach to solving problems without well- defined correct or optimal results. For example, although social media recommender systems are commonly called "algorithms", they actually rely on heuristics as there is no truly "correct" recommendation.

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Translational Vision Science & Technology • Vol 10 • No 7
Development and Comparison of Machine Learning Algorithms to Determine Visual Field Progression
2021
MLCs may help to determine visual field progression.
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Artificial Intelligence
Machine Learning
Computer Science
Glaucoma
Support Vector Machine
Random Forest
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Medicine
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Mathematical Analysis