Observed arrival · 2026-08-31
Neuro-CASA Refuses to Guess When the Microscope Is Uncalibrated
Neuro-CASA is a software layer for sperm-motility analysis that turns measurements into guaranteed intervals and withholds clinical grading when scale calibration cannot be verified.
Field notes
The page frames CASA velocity as s × pixel velocity, where s is the microscope’s pixel-to-micrometre scale factor. Its example reports s = 0.184 µm/px and a VCL interval of 81.1–157.6 µm/s when calibration is verified; an unknown scale produces RET instead of a clinical grade and exposes a QC-FAIL research result. Validation material covers three datasets, four cohorts, and phase-contrast, confocal, and bright-field imaging.
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