Adjacent life science

Viability & assays

Live and dead segmentation, viability ratios, and dose response.

Modalities:FluorescenceBrightfield
88%
Viability
12%
Dead
96
Wells

Example outputs shown for illustration. Numbers depend on your samples and protocol.

The measurement, today

Live/dead counts and dose curves are tedious to build by hand across plates and conditions.

From image to reviewed result

  1. 1

    Calibrate the scale

    Set spatial scale from a bar or known dimension. Every downstream number inherits real units.

  2. 2

    Detect & segment

    Segmentation models find the objects and regions of interest: grains, particles, pores, fibers, cells.

  3. 3

    Measure

    Quantify size, count, area fraction, density, and orientation. The metrics your method already defines.

  4. 4

    Review the overlay

    Inspect the result on every field. Adjust thresholds by hand; the change is logged with the output.

  5. 5

    Export & compare

    Publication-ready statistics, plus batch comparison across lots, conditions, and time points.

What you export

Live / dead
Viability %
Dose response
IC50 proxy

Send a sample image and a measurement goal

We will show the closest ConductVision workflow and flag what needs custom validation for your images.