output
20072025
most citedUnderstanding metric-related pitfalls in image analysis validation

204 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2023Show all

2 papers · 1 filter

cs.LG2023

Identifying factors associated with fast visual field progression in patients with ocular hypertension based on unsupervised machine learning

Xiaoqin Huang, Asma Poursoroush, Jian Sun +3

Purpose: To identify ocular hypertension (OHT) subtypes with different trends of visual field (VF) progression based on unsupervised machine learning and to discover factors associ…

cs.CV2023★ 204 cited

Understanding metric-related pitfalls in image analysis validation

Annika Reinke, Minu D. Tizabi, Michael Baumgartner +75

Validation metrics are key for the reliable tracking of scientific progress and for bridging the current chasm between artificial intelligence (AI) research and its translation int…