Life Science

DAB Stained Tissue Analysis

Quantify DAB staining intensity in IHC samples

DAB Stained Tissue Analysis — ConductVision Image analysis
H-Score
Automated
Optical
Density
Whole-Slide
ROI

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

Positive area percent

Size and shape measured for every detected object, then summarized across the population.

Illustrative shape

In your report: Per-object table, size distribution, and summary percentiles.

per area

Mean optical density

Findings placed in sample coordinates to reveal spatial patterns and local density.

Illustrative shape
Bottom
64%
Corner
71%

In your report: Coordinate-referenced map, regional density, and representative images.

count or µm

H-score

Visible surface features detected, measured, and located against the reviewed image.

Illustrative shape
<1µm
1-2µm
2-4µm
>4µm

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.

01
Representative images
Provide representative microscopy or plate images with a recorded scale calibration and the regions of interest clearly visible.
02
Image capture details
Record instrument, magnification, pixel scale, preparation method, and the smallest feature the review must resolve.
03
What to compare
State the samples, number of fields, and conditions to compare. A single field of view is not treated as a whole-sample result by itself.

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. 1

    Upload

    Load IHC tissue images

  2. 2

    Separate

    Color deconvolution isolates DAB channel

  3. 3

    Quantify

    Measure intensity, area, and H-score

  4. 4

    Export

    Download scoring data and intensity maps

Built to handle your images

What the analysis does with the awkward cases — the reasons the numbers above hold up on real microscopy.

Automated H-Score

Calculate H-score automatically from staining intensity distribution — eliminates subjective manual scoring

Optical Density Measurement

Quantify true chromogen optical density rather than simple pixel brightness for accurate comparisons

Region of Interest Tools

Define and analyze specific tissue regions with freehand, rectangle, or AI-assisted selection

Works with your existing tools

Excel
GraphPad Prism
RR
Python
CSV

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.

DAB Stained Tissue Analysis with ConductVision Image

Measure DAB (3,3’-diaminobenzidine) staining intensity and distribution in immunohistochemistry sections. ConductVision separates DAB from hematoxylin counterstain, quantifying positive area, optical density, and H-score automatically across whole-slide regions of interest.

Talk to a scientist

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.

Share your image set
One representative image is enough to start the conversation.
Book a 30-minute review
Walk through the measurement plan and confidence evidence live.

Send a sample image and a measurement goal

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