① Single-image QC
② Batch QC & cohort
③ Batch effects
④ FLAIR foundation-model bench
ⓘ Methods
① Single-image QC
② Batch QC & cohort
③ Batch effects
④ FLAIR foundation-model bench
ⓘ Methods
Fundus photograph
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Analyse quality
Example images
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Quality profile
Axes ranked (worst first)
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RRWNet deep artery/vein segmentation active
— loaded [rrwnet_RITE_1.pth] on cuda
Vessel map (teal=vesselness, amber=skeleton)
Structural descriptors
Detected retinal field
Composite problem map
Inspect one axis
Per-axis heatmap
Axis
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Measurement
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Score
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Status
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Clinical note
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