ConductVision · Life Science

Life science image analysis for cells, tissue, assays, and microscopy.

Start with the biological sample or assay, then open the closest ConductVision workflow.

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Human osteosarcoma cells

Cells
53
Median circularity
0.74

Find the workflow for your sample

Pick the photo closest to your samples. The outlines come straight from ConductVision Image at its default settings, and the numbers are measured from them.

01

Cell assays

Microscope photo of a mouse embryonic stem cell colony, with 256 cells outlined by ConductVision Image.

Cells
256
Confluence
92%
  • Cell count
  • Object density
  • Confluence percent
  • Viability percent
  • Colony count
  • CFU/mL

02

Fluorescence markers

Fluorescence photo of osteoblasts with nuclei in blue, with 87 nuclei outlined by ConductVision Image.

Nuclei
87
  • Nuclear count
  • Marker-positive count
  • Intensity
  • Pearson r
  • Manders M1/M2
  • Viability percent

03

Tissue and pathology

H&E-stained section of skin, with 431 nuclei outlined by ConductVision Image.

Nuclei
431
Nuclei per mm²
3,476
  • Nuclei count
  • Positive area
  • Optical density
  • Region area
  • Density map
  • H-score-style summary

04

Culture models

Photo of prostate tumor spheroids, with 28 spheroids outlined by ConductVision Image.

Spheroids
28
Median circularity
0.97
  • Organoid count
  • Diameter
  • Area
  • Circularity
  • Size distribution
  • Viability percent

05

Microscopy and morphology

Fluorescence photo of a villus in the small intestine with nuclei in blue, with 100 nuclei outlined by ConductVision Image.

Nuclei
100
Median aspect ratio
1.40
  • Stereology counts
  • Atlas regions and coordinates
  • Neuron and vessel traces
  • Branch metrics
  • Shape features

Life science application atlas

Search the biology workflows by sample, stain, assay, modality, or output. Some cards open existing ConductVision Image pages, and others open the current microscopy, morphology, or bridge application pages.

Automated Cell Counting (Fluorescence) microscopy analysis exampleFluorescence markers

Automated Cell Counting (Fluorescence)

Precise cell counting using fluorescent markers

FluorescenceDAPIGFP
3 outputsOpen workflow ->
Cell Confluence microscopy analysis exampleCell assays

Cell Confluence

Measure culture confluence from phase-contrast images

Phase contrastBrightfield
3 outputsOpen workflow ->
Nuclei (Fluorescence) microscopy analysis exampleFluorescence markers

Nuclei (Fluorescence)

Fluorescence-based nuclei detection and quantification

FluorescenceDAPIHoechst
3 outputsOpen workflow ->
Live/Dead Cell Viability microscopy analysis exampleCell assays

Live/Dead Cell Viability

Cell viability counting from live/dead fluorescence images

FluorescencePlate imaging
3 outputsOpen workflow ->
Colony Counting Software microscopy analysis exampleCell assays

Colony Counting Software

AI colony counts from uploaded agar plate images

Plate scanMacro imaging
3 outputsOpen workflow ->
Hematoxylin-Stained Nuclei microscopy analysis exampleTissue and pathology

Hematoxylin-Stained Nuclei

Detect nuclei in H&E histology sections

BrightfieldH&E
3 outputsOpen workflow ->
DAB Stained Tissue Analysis microscopy analysis exampleTissue and pathology

DAB Stained Tissue Analysis

Quantify DAB staining intensity in IHC samples

BrightfieldIHC
3 outputsOpen workflow ->
Percent Area (General) microscopy analysis exampleTissue and pathology

Percent Area (General)

Coverage and area percentage calculations

BrightfieldFluorescence
3 outputsOpen workflow ->
H and E-style histology field for tissue region analysisTissue and pathology

Pathology & histology

Region and feature quantification on stained tissue sections.

BrightfieldWhole-slide
4 outputsOpen workflow ->
Phase-contrast cultured cells for cell counting and confluence measurementCell assays

Cell counting & confluence

Counts, density, and confluence from brightfield and phase contrast.

BrightfieldPhase
4 outputsOpen workflow ->
Fluorescence cell field with red and green assay channels for viability analysisCell assays

Viability & assays

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

FluorescenceBrightfield
4 outputsOpen workflow ->
Cell monolayer scratch assay with a central migration gapCulture models

Scratch & wound assay

Wound area and closure over time from migration assays.

PhaseBrightfieldTime-lapse
4 outputsOpen workflow ->
Brightfield 3D culture spheroids for morphology measurementCulture models

Organoid & spheroid

Size, count, and morphology of 3D culture structures.

BrightfieldConfocal
4 outputsOpen workflow ->
Microscopy field with branching tube-formation networkCulture models

Angiogenesis & tubes

Network length, branch points, and node counts from tube-formation assays.

PhaseFluorescence
4 outputsOpen workflow ->
Multichannel fluorescence microscopy field for colocalization analysisFluorescence markers

Fluorescence colocalization

Pearson, Manders, and Costes across multi-channel fields.

ConfocalWidefield
4 outputsOpen workflow ->
ConductVision microscopy analysis interface and microscopy fieldMicroscopy and morphology

Microscopy analysis center

Stereology, atlas registration, vessel reconstruction, colocalization, prep, and spine workflows.

MicroscopyConfocalWidefield
4 outputsOpen workflow ->
ConductVision morphology tracing and morphometry workflowMicroscopy and morphology

Morphology analysis center

Neuron tracing, morphology exploration, and glial morphometry for cell shape analysis.

MicroscopyTracingMorphometry
3 outputsOpen workflow ->

Browse by research area

ConductVision Image works from the images your microscope or plate imager already saves.

  • HeLa cells with blue nuclei and a yellow cytoskeleton

    Cell assays

    Cell cultures in dishes and plates, including colony assays.

    • Cell count
    • Confluence percent
    • Viability percent
  • Section of a pancreatic islet with brown insulin-secreting cells around pink amyloid

    Tissue and pathology

    Stained tissue sections, from H&E to IHC.

    • Nuclei count
    • Positive area
    • Optical density
  • Confocal image of a prostate tumor spheroid, its nuclei stained

    3D culture

    Organoids, spheroids and aggregates in brightfield, fluorescence or confocal.

    • Diameter
    • Circularity
    • Viability percent
  • Retinal blood vessels branching out from the optic disc

    Migration and invasion

    Scratch wounds, invasion and angiogenesis, in single images or time-lapse.

    • Closure percent
    • Tube length
    • Branch points
  • Rat embryo fibroblasts with the Golgi complex in green and nuclei in blue

    Fluorescence microscopy

    Widefield or confocal images with a nuclear stain and your markers.

    • Marker-positive count
    • Intensity
    • Viability percent
  • One whole well from an image-based drug screen, nuclei in blue and adenovirus-infected cells in green

    High-content screening

    Whole multi-well plates, compared across treatments, doses and time points.

    • Per-well count
    • Marker intensity
    • Phenotype class

Browse by assay

ConductVision Image also measures assay-specific readouts, such as neurite length, transfection efficiency or spots per well.

  • A sensory neuron in culture with neurites branching out from its cell body

    Neurite outgrowth

    Neurite length, branch points and soma counts.

  • Melanoma cells stained for DNA in blue, mitochondria in red and endoplasmic reticulum in green

    Cell painting

    Shape, intensity and texture features for each cell and its nucleus.

  • Transfected glioblastoma cells in green among blue nuclei

    Transfection efficiency

    Percent reporter-positive, out of all nuclei counted.

  • A three-color FluoroSpot well, each spot one blood immune cell secreting a cytokine

    ELISpot

    Spot counts, spot size and intensity in each well.

  • Bacteriophage plaques on a lawn of Klebsiella pneumoniae in a culture dish

    Plaque assays

    Plaque counts and plaque area across a dilution series.

  • Cultured cells with blue nuclei, two of them apoptotic with caspase-3 in red

    Apoptosis

    Percent positive for an apoptosis marker, with its intensity and nuclear area.

  • HeLa cells in metaphase, anaphase and telophase, chromosomes in white

    Cell cycle

    Nuclear intensity and area, and the percent of cells positive for a cell cycle marker.

  • Acrylate polymer microspheres of many sizes under a microscope

    Microsphere sizing

    Bead count and diameter distribution, with its width as span and CV%.

Related ConductVision centers

Use Life Science as the entry point when the user starts with biology. Use the centers below when the user already knows the technical method or adjacent domain.

ConductVision Image

The shared image-analysis engine behind cell, tissue, colony, particle, and material measurements.

Open center ->

Microscopy

Method-specific pages for stereology, colocalization, atlas registration, vessel analysis, and prep.

Open center ->

Morphology

Tracing and morphometry pages for neurons, glia, and cell-shape workflows.

Open center ->

Materials Science

The materials atlas stays separate for metallography, surfaces, powders, textiles, and inspection.

Open center ->

Need a life science workflow mapped to your assay?

Send representative images and the measurement you need. ConductScience can confirm the closest ConductVision workflow or scope a custom analysis path.

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