Statistics vs. AI from Change Maps to Unsupervised Learning – Simon König | IGS 2026
Автор: Heidelberg Engineering
Загружено: 2026-02-26
Просмотров: 45
Описание:
The 2nd International Glaucoma Symposium, brought together leading experts and clinicians to share essential, practice-ready insights and the latest advances in both glaucomatous and non-glaucomatous optic neuropathies.
CHAPTERS
00:00 – Introduction
00:30 – Clinical challenge: How do we predict progression?
02:10 – Clustering methods
02:46 – Dimensionality reduction (linear methods)
03:42 – Archetypal analysis
06:36 – Archetypes in visual fields
08:05 – Supervised machine learning for glaucoma detection
09:46 – Study results
12:04 – Outlook
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