Custom Method Development

Every research project presents unique challenges. The QIM Center collaborates with researchers to develop custom algorithms and analysis methods that address specific needs not covered by existing tools.

What We Develop

Novel algorithms — New methods for image processing, segmentation, feature extraction, and quantitative analysis.
Specialized pipelines — End-to-end workflows that combine multiple processing steps into reproducible analysis pipelines.
Integration tools — Software that connects different tools and formats to create seamless workflows.
Visualization methods — Custom visualization techniques for presenting complex 3D data in intuitive ways.

Our Approach

We work closely with our collaborators to understand the scientific question at hand and the specific characteristics of their data, forming the foundation for designing methods tailored to their needs.

Based on this understanding, we develop algorithms and computational approaches that address the problem effectively, implementing them as robust, well-documented software solutions that can be reused and extended over time.

New methods are rigorously validated against ground truth data and established benchmarks to ensure reliability and scientific relevance, and we place strong emphasis on transferring these solutions to research teams in a form that is accessible, practical, and ready to support continued use and further development.

Collaboration

Custom method development is typically done as a collaborative project.

We welcome inquiries from researchers who have challenging imaging problems that require novel computational solutions.