MicroCD Labs

Kinetic Assay Enhancer

Run a preprint-informed demo to compare endpoint intensity with rate, AUC, SNR, threshold-crossing, and kinetic LOD features before private pilot review.

1

Start with demo data

See how endpoint, slope, AUC, SNR, threshold crossing, and kinetic LOD behave without preparing files.

2

Look for enhancement

Judge whether time-resolved reading separates blanks from weak positives better than one endpoint image.

3

Private pilot

Export a summary, then share real data only when a project, NDA, or paid feasibility review makes sense.

New experiment

Run the kinetic enhancement demo first.

The demo reflects the preprint concept: weak endpoint signals may still carry useful time-dependent information through growth rate, threshold-crossing, SNR evolution, and kinetic LOD behavior. Uploaded image processing is best treated as a private pilot workflow.

Analysis dashboard

Endpoint readout versus kinetic enhancement features.

Load demo data or upload a time-series to run analysis.

Reports

Export assay-enhancement data and pilot summaries.

CSV is generated in-browser. PDF reports are generated by the FastAPI backend and include ROI coordinates, kinetic metrics, endpoint comparison, and the detection call for pilot datasets.

Advanced settings: ROI, calibration, and decision thresholds

ROI selection

Adjust shared ROI coordinates.

Test signal ROI
Background ROI
Control ROI
Test signal ROI
Background ROI
Control ROI

Calibration

Known concentration models.

endpointSignal

y = 22.940x + 15.97

R2 0.965

initialSlope

y = 0.090x + 0.04

R2 0.986

auc

y = 241.036x + 115.82

R2 0.979

initialRate

y = 0.126x + 0.06

R2 0.977

Editable decision thresholds