Nuclei (Fluorescence)
Fluorescence-based nuclei detection and quantification
Example outputs shown for illustration. Numbers depend on your samples and protocol.
Results
Each measurement below comes from your own images, tied back to the annotated frame it came from, so results stay comparable across samples, locations, and conditions.
µm or count
Nuclear count
Size and shape measured for every detected object, then summarized across the population.
In your report: Per-object table, size distribution, and summary percentiles.
µm or count
Nuclear area
Size and shape measured for every detected object, then summarized across the population.
In your report: Per-object table, size distribution, and summary percentiles.
count or µm
Signal intensity
Visible surface features detected, measured, and located against the reviewed image.
In your report: Per-feature list with size, position, and annotated overlays.
Built around your image set
Use the calibrated images your team already collects, together with the locations you need to compare.
Each report includes
The artifacts your team receives, ready for review and archive.
Annotated image set
Original images with regions of interest, measurement points, masks, and finding overlays.
Measurement table
Location-indexed values, units, distributions, and QC flags in a structured export.
Method record
Calibration evidence, analysis settings, version history, and validation summary.
Confidence in every resultTraceable measurements, reviewed against your agreed reference method.
- Traceable scale
- The report records the image scale, calibration evidence, and a method-specific expanded measurement uncertainty. It does not use one product-wide accuracy number.
- Reference comparison
- The configured method is compared with your accepted reference method or reviewed annotations, and reports bias by measurement range and image condition.
- Detection performance
- Detections are evaluated against reviewed reference regions with precision, recall, and segmentation overlap, separated by the conditions that affect performance.
- Repeatability
- The locked protocol is rerun on the same inputs and on a defined repeat set. The review records variation from image acquisition, sampling, and analysis separately where possible.
From image to reviewed result
- 1
Upload
Load nuclear fluorescence images
- 2
Segment
AI separates touching nuclei
- 3
Quantify
Measure counts, area, and intensity
- 4
Export
Download per-nucleus measurements and summary stats
Built to handle your images
What the analysis does with the awkward cases — the reasons the numbers above hold up on real microscopy.
Touching Nuclei Separation
Advanced watershed-enhanced AI cleanly separates overlapping nuclei that confound simple thresholding
Morphology Metrics
Beyond counting — measure nuclear area, circularity, and intensity distributions for phenotypic analysis
Multi-Channel Integration
Combine nuclear channel with additional markers for co-localization studies
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.
Nuclei (Fluorescence) with ConductVision Image
Count and characterize nuclei stained with DAPI, Hoechst, or similar nuclear dyes. ConductVision separates touching nuclei using watershed-enhanced AI segmentation, measuring nuclear area, intensity, and morphology across large image sets with consistent precision.
Not sure this is the right measurement?
Send a representative image and your measurement goal. A ConductVision scientist will confirm whether this is the right fit, or point you to the closer workflow, before you commit to a quote.
Send a sample image and a measurement goal
We will show the closest ConductVision workflow and flag what needs custom validation for your images.
