AI-Powered c.elegans Cell Division Tracking
ZEISS Microscopy

Boost your image analysis with AI technology

Learn how ZEISS arivis software can help with 3D / 4D Cell quantification and automation

AI approaches are revolutionizing the field of microscopy image analysis. Not only does AI assist in segmenting cells in images where classical intensity-based approaches fail, but it also provides a more unbiased image segmentation method, and helps scale up image analysis processes.

ZEISS arivis software offers AI tools that are easy to use and do not require any programming knowledge. This means that researchers can train AI models in their own application, simplifying the image analysis process. These models can be reapplied over multiple images, producing consistent results.

Transform your microscopy data into insights faster than ever, and dedicate more time to your scientific breakthroughs.

  • Making AI accessible to all, even non-programmers
  • Automating image analysis
  • Shortening time to reliable results

Here is what you will learn in this free webinar

1. Brief introduction to AI: Main differences between machine learning (ML) and deep learning (DL) and how these different methods can help with image segmentation.

2. AI-Driven segmentation: Explore arivis AI capabilities to easily segment your images and train deep learning models without programming knowledge.

3. Automated image analysis: Discover how AI can help automate you image analysis for light and electron microscopy images.

4. Seamless integration: Understand how ZEISS arivis AI tools integrates with the ZEISS software ecosystem enhancing your research workflow and scalability.

5. Big data handling: Benefit of applying your own trained AI models on TB size images due to arivis Pro capabilities of handling big data.

Navigating through current hurdles in image analysis and its automatization

1. Do you find it overwhelming to manage and analyse large volumes of multi-dimensional imaging data from advanced microscopy techniques?

2. Do you lack programming knowledge to train AI models that are specific for your research?

3. Are you concerned about the time and expertise required to manually segment and analyse complex structures in EM images?

4. Do you struggle with inconsistent image analysis results due to varying image quality and signal-to-noise ratios?

5. Is the lack of integration among your image acquisition systems, data management and analysis software tools hindering your research efficiency?

6. Do you need an easier way to visualize and interpret dense and detailed structures in your biological samples without extensive training in image analysis software?

7. Do you want to scale up your image analysis process?

Light-sheet image of a lamprey embryo in which Micronuclei and Nuclei where segmented using AI. Sample courtesy of Cody Saraceno, University of Kentucky, USA

Train your own AI models using your research data

Leverage built-in AI functions to achieve superior image segmentation and analysis in difficult-to-segment images. Even challenging samples can be processed accurately, enabling users to conduct sophisticated analyses.

The ZEISS arivis platform offers researchers the choice to train AI models locally or in the cloud for maximum efficiency. This ensures that you have access to robust AI capabilities wherever and whenever you need them, empowering you to drive your research forward with confidence.

3D Structure Analysis of Organoid Formation where AI can help with robust image analysis workflows

Automated image analysis that scales up with your needs

Automate your entire image analysis workflow with ease. From beginners to experts, the ZEISS arivis platform provides a robust and flexible click-and-play solution that significantly reduces setup and processing time. Start with predefined workflows or customize your own to meet specific research needs and scale up your image analysis over multiple CPUs. Access your images and results from any device and share them with colleagues.

Diverse Sub-cellular Structures in Electron Microscopy 3D Cell Analysis (Sample courtesy of Anna Steyer and Yannick Schwab, EMBL, Heidelberg, Germany)

Handle & process large amounts of data effortlessly

ZEISS arivis Pro is a RAM-independent software that enables the analysis of large images. This capability allows researchers to handle any image size without having to invest in new PC resources.

Individual Cells Segmented using AI and Tracked Over Time

Enhance your productivity with seamless tool integration

Enhance your productivity by integrating ZEISS arivis cloud AI models with a wide range of scientific tools and platforms, including ZEN, ZEISS arivis Pro and ZEISS arivis Hub. This seamless connectivity ensures a smooth workflow and extends the capabilities of your research environment.

See some of the samples analysed with ZEISS arivis

  • Mouse Brain Image Analysis
  • Intenstinal Organoid Image Analysis
  • Lamprey Embryo Image Analysis

A summary of how arivis software can help you with your research

1. Automated Object Detection: Overcome challenges of uneven or weak staining in classical image analysis. Train an AI model to automatically detect intricate structures like nuclei cells, enhancing accuracy and reliability in your results.

2. Time-Saving Image Segmentation: Streamline your workflow with AI models that automatically segment structures in EM microscope scans. This feature dramatically reduces the time spent on manual segmentation, freeing up months of work.

3. Automated Intensity Adjustment: Eliminate the repetitive task of manually adjusting image threshold intensity settings for each scan. Once an AI model is trained, arivis Pro can automatically and consistently manage these adjustments across batches of images.

4. User-Friendly No-Code Tool: Access powerful image analysis capabilities without needing a background in programming. The intuitive, no-code interface of arivis Pro makes sophisticated imaging technology accessible to all researchers.

5. Flexible Deployment Options: Choose the most convenient setup for your research environment with options for local on-premise or cloud-based AI model training, ensuring seamless integration into your existing workflows.

6. Enhanced Capabilities with Cellpose: Incorporate advanced segmentation models like Cellpose directly into your workspace, or import other open-source models to expand your analytical toolkit further, providing greater flexibility and control over your image analysis processes.

Hear what other researchers have to say about AI

  • Dr. Danielle Mandikian | Genentech

    “The coolest thing about AI is finding different biological patterns that we would never have thought to ask for."
     

  • Prof. Darragh Murnane | University of Hertfordshire

    “It can't just be gut instinct, so to have a push-button analysis that non-experts can use is a key outcome.”

Register for the free ZEISS arivis webinar

Learn how to incorporate ZEISS arivis into your workflow

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