Phenofinder

Discover novel, interpretable cell phenotypes

Pinpoint phenotypes with unsupervised single-cell clustering

Discover novel, interpretable cell phenotypes

Pinpoint phenotypes with unsupervised single-cell clustering

Discover novel, interpretable cell phenotypes

Pinpoint phenotypes with unsupervised single-cell clustering

Discover novel, interpretable cell phenotypes

Pinpoint phenotypes with unsupervised single-cell clustering

Find novel single-cell phenotypes in your data

Surface known and unknown single-cell phenotypes that cluster together in your experiment

Learn which phenotypes drive specific responses

Map clusters of single-cell imaging phenotypes to experimental metadata and biological meaning

Easily explore all clusters of single-cell phenotypes

Quickly explore clusters of phenotypes filled with image examples from your dataset

See unbiased clusters of all single-cell phenotypes

Unsupervised single-cell clustering automatically groups cells into visually consistent clusters which can be used to understand and predict biological meaning. Phenofinder automatically groups cells into visual clusters, showing scentists example single-cell images from each representative cluster alongside information about how each cluster stratifies by experimental metadata. Dive into these clusters to help your team understand your experiments' cell biology and form hypotheses.

See unbiased clusters of all single-cell phenotypes

Unsupervised single-cell clustering automatically groups cells into visually consistent clusters which can be used to understand and predict biological meaning. Phenofinder automatically groups cells into visual clusters, showing scentists example single-cell images from each representative cluster alongside information about how each cluster stratifies by experimental metadata. Dive into these clusters to help your team understand your experiments' cell biology and form hypotheses.

See unbiased clusters of all single-cell phenotypes

Unsupervised single-cell clustering automatically groups cells into visually consistent clusters which can be used to understand and predict biological meaning. Phenofinder automatically groups cells into visual clusters, showing scentists example single-cell images from each representative cluster alongside information about how each cluster stratifies by experimental metadata. Dive into these clusters to help your team understand your experiments' cell biology and form hypotheses.

See unbiased clusters of all single-cell phenotypes

Unsupervised single-cell clustering automatically groups cells into visually consistent clusters which can be used to understand and predict biological meaning. Phenofinder automatically groups cells into visual clusters, showing scentists example single-cell images from each representative cluster alongside information about how each cluster stratifies by experimental metadata. Dive into these clusters to help your team understand your experiments' cell biology and form hypotheses.

Novel *and* interpretable cell phenotypes

Visually clustering phenotypes of cellular images and helping scientists easily explore single-cell examples from each cluster makes for a powerful discovery *and* interpretability tool. With this technology, scientists are able to quickly form hypotheses about your experiments' cellular biology by simply looking at the most-differentiated cell phenotypes in each cluster and interrogating how those phenotypes change across conditions.

Novel *and* interpretable cell phenotypes

Visually clustering phenotypes of cellular images and helping scientists easily explore single-cell examples from each cluster makes for a powerful discovery *and* interpretability tool. With this technology, scientists are able to quickly form hypotheses about your experiments' cellular biology by simply looking at the most-differentiated cell phenotypes in each cluster and interrogating how those phenotypes change across conditions.

Novel *and* interpretable cell phenotypes

Visually clustering phenotypes of cellular images and helping scientists easily explore single-cell examples from each cluster makes for a powerful discovery *and* interpretability tool. With this technology, scientists are able to quickly form hypotheses about your experiments' cellular biology by simply looking at the most-differentiated cell phenotypes in each cluster and interrogating how those phenotypes change across conditions.

Novel *and* interpretable cell phenotypes

Visually clustering phenotypes of cellular images and helping scientists easily explore single-cell examples from each cluster makes for a powerful discovery *and* interpretability tool. With this technology, scientists are able to quickly form hypotheses about your experiments' cellular biology by simply looking at the most-differentiated cell phenotypes in each cluster and interrogating how those phenotypes change across conditions.

Understand which phenotypes drive biological responses

Phenofinder lets scientists explore deeper and deeper hierarchies of single-cell clusters while simultaneously querying how each cluster stratifies by experimental metadata. Together, this is a powerful combo: your scientists can uncover (and visually see) which cellular phenotypes are most changed by your experiment and understand which experimental conditions are driving these changes.

Understand which phenotypes drive biological responses

Phenofinder lets scientists explore deeper and deeper hierarchies of single-cell clusters while simultaneously querying how each cluster stratifies by experimental metadata. Together, this is a powerful combo: your scientists can uncover (and visually see) which cellular phenotypes are most changed by your experiment and understand which experimental conditions are driving these changes.

Understand which phenotypes drive biological responses

Phenofinder lets scientists explore deeper and deeper hierarchies of single-cell clusters while simultaneously querying how each cluster stratifies by experimental metadata. Together, this is a powerful combo: your scientists can uncover (and visually see) which cellular phenotypes are most changed by your experiment and understand which experimental conditions are driving these changes.

Understand which phenotypes drive biological responses

Phenofinder lets scientists explore deeper and deeper hierarchies of single-cell clusters while simultaneously querying how each cluster stratifies by experimental metadata. Together, this is a powerful combo: your scientists can uncover (and visually see) which cellular phenotypes are most changed by your experiment and understand which experimental conditions are driving these changes.

See it in action

“This is an amazing software platform to handle single-cell phenotypes. I haven’t seen anything else on the market like it.”

— Head of Imaging, Big Pharma

“This is an amazing software platform to handle single-cell phenotypes. I haven’t seen anything else on the market like it.”

— Head of Imaging, Big Pharma

“This is an amazing software platform to handle single-cell phenotypes. I haven’t seen anything else on the market like it.”

— Head of Imaging, Big Pharma

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Ready to get started?

Try out our tools with your existing workflow, or we can create a custom experience for you.

For industry

Spring tools are licensed by pharma, biotechs, startups, and research groups of all kinds.

For academics

We make it easy for academic research groups and non-profits to try Spring's tools.

Ready to get started?

Try out our tools with your existing workflow, or we can create a custom experience for you.

Ready to get started?

Try out our tools with your existing workflow, or we can create a custom experience for you.

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