3Dai™: Advanced Image Analysis
Reveal hidden insights in your tissue with Artificial Intelligence and Machine Learning
The Role of AI & Machine Learning in Our Process
Custom Model Development
Tailor AI models to your specific research needs.
Model Training & Validation
Ensure the accuracy and reliability of your AI models.
Performance Optimization
Fine-tune your models for maximum efficiency and accuracy.
What is Spatial Statistics
The City Metaphor
Spatial Relationships
Like how different city zones interact (residential, commercial, industrial), we study how different cell types relate to each other spatially, revealing important biological relationships and functions.
Distance Metrics
Similar to measuring distances between city landmarks, we analyze distances between cells. This helps identify interaction patterns, just as city planners study commuter patterns between neighborhoods.
Density Analysis
Just as we analyze population density in different city districts, spatial statistics helps us understand cell distribution patterns. High-density areas might indicate important biological activity, like downtown business districts in a city.
Clustering Patterns
Like neighborhoods in a city, cells often form distinct clusters. We use spatial statistics to identify these groupings and understand if they're random or indicate specific biological functions.
Data Visualization
Transform complex biological data into clear, insightful visualizations. Our tools enable us to create custom spatial statistics, analyze feature interactions, perform spatial clustering, detect patterns, and conduct multi-dimensional analysis. Our offer includes:
3D visualization videos
Interactive data viewers
Statistical graphs
Publication support