Cell Confluence
Monitor culture coverage in real time
Quantify cell monolayer coverage as a percentage of total surface area. ConductVision segments adherent cell boundaries against the substrate, providing objective confluence measurements that eliminate observer-dependent estimates and enable consistent passage timing across experiments.

How It Works
Upload
Load phase-contrast or brightfield images
Segment
AI delineates cell boundaries from substrate
Measure
Calculate coverage percentage per well
Export
Download confluence curves and time-series data
What You Get
Phase-Contrast Compatible
Works with standard phase-contrast and brightfield imaging without fluorescent labels, reducing cost and toxicity
Time-Series Tracking
Monitor confluence changes over hours or days, building growth curves automatically from sequential images
Multi-Well Analysis
Analyze full 96-well plates simultaneously with per-well and aggregate statistics
Works With Your Existing Tools
Related biology applications
Use these Life Science pages when the same image-analysis method needs to be evaluated in the context of an assay, marker panel, plate workflow, or biological endpoint.
Ready to standardize your Cell Confluence workflow?
Upload your first image and get results in under 60 seconds.
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