Voxelytics Connect

Full service for reconstructing biological features from large-scale 3D microscopy datasets using AI technology.Neurons, Cell Organelles, Synapses, Lesions and more.
Custom trained for your use case and data. Scalable from gigabyte to petabyte-scale datasets.

Use Cases

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Raw image data from the Max Planck Institute for Brain Research

Neuron Reconstruction

Our tooling has been developed for building powerful and custom AI models to reconstruct neurons, organelles and other features from biological microscopy data.
We offer a full service including training data generation and proof-reading in order to achieve high-quality results for your use cases.

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    Neuron Segmentation
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    Axons & Dendrites Reconstruction
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    Synapse and Dendritic Spine Detection
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    Heuristical split and merge error handling
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    Annotation and proof-reading services available

Connectome Reconstruction

Using our Voxelytics Connect tooling, we offer a repeatable approach to generating Connectome matrices from raw electron microscopy data.
We collaborate closely with your group in order to make the most out of your data. As part of a full service, we optionally generate the required training data and proof-read the results.

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    Neuron reconstruction and synapse detection
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    Heuristical split and merge error fixes
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    Annotation and proof-reading services available
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    Ready for 3D Electron Microscopy(SBEM, Multi-SEM. FIB-SEM, TEM)
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    Fully integrated, collaborative workflow in webKnossos
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Raw image data from the Max Planck Institute for Brain Research

Blood Vessel and Nuclei Segmentation

Segment large biological features, such as blood vessels, nuclei or somata, for analysis or masking purposes.

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    Blood Vessel, Somata, and Nuclei Segmentation
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    No training data required
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    Excellent for operations requiring masks

Custom AI Models

We are curious to learn about new use cases. Our tooling is flexible enough to be adapted to a wide range of image analysis tasks. Please get in touch to discuss your use cases and datasets with us.

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    Segmentation, counting and measuring of objects
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    Support for many 2D and 3D image modalities (light and electron microscopy, Micro-CT, CT, MRI, Synchrotron X-Ray)
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    Custom trained for your use case
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    Scalable from gigabyte to petabyte-sized datasets

Raw image data from our collaboration partners

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HPC and Cloud Ready

For our services, we either use cloud services or your Scientific Computing cluster. Our tooling is optimized for throughput of very large datasets and heavily makes use of parallel computing.

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    HPC and Cloud Ready
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    Highly parallelized across manycore and GPU systems
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    Distributed computing with SLURM, PBS or other schedulers

Project Workflow

In order to make the most out of your data, we like to collaborate closely with you.

1

Onboarding

    Introductory call to discuss your research goals and datasets
    Definition of the analysis tasks, project milestones and any specifics
    Complete all of the paperwork and arrange data access

2

Collaborative Analysis

    Work on your analysis project
    Regular progress meetings(bi-weekly or monthly)
    Optional annotation or proof-reading work 

3

Delivery

    Intermediate results in webKnossos throughout the project
    Visualization of the results
    Delivery of the results in a format of your choosing

FAQ

Billing

Most projects are unique, so we try to be flexible about billing structures. Most of our projects are billed in time & materials, but we also offer milestone-based prices. For smaller well-defined tasks, we also offer fixed prices.Please reach out for a quote on your analysis project.

Compute Infrastructure

For your project, we can either work using the compute infrastructure that you already have (e.g., Scientific Computing cluster) or provision infrastructure in the cloud. Which resources we use depend on the dataset, analysis task, and availability.

Annotation work

Many projects require custom training data or manual proof-reading in order to achieve good analysis results. We are happy to generate this data fully managed through our partner network.If you have access to trained people who can help with annotation work, we can also supply the relevant tasks.

  • Quantum CEO & our partners
  • Quantum CEO & our partners
  • Quantum CEO & our partners

Looking for 3D Image Alignment?

Successful 3D image segmentation relies on proper normalization and robust alignment of the raw image slices.
Voxelytics Align provides all the tools for image normalization, in-plane stitching of individual images, and robust global alignment & registration.