Applied AI
Artificial intelligence built for a specific real-world problem or workflow, rather than general-purpose AI.
Glossary
Applied AI and imaging terms, explained.
Plain-language definitions for the applied AI, imaging, and cell line development terms used across TEK Optima Research and the DeepInsight® platform.
Neural network
A machine-learning model made of connected layers of parameters that learn patterns from data.
Computer vision
The field of extracting information and making decisions from images and video.
Image segmentation
Dividing an image into regions or objects, such as individual cells or colonies.
Object detection
Locating and classifying objects within an image, such as cells in a microplate well.
Cell Line Development (CLD)
The process of generating and selecting stable, high-producing cell lines for biologics manufacturing.
Imaging pipeline
The sequence of processing steps that turns raw images into measurements and analysis.
Predictive analytics
Using models to forecast future outcomes from current and historical data.
Data management platform
Systems and workflows for storing, organising, searching, and governing large datasets.
Technology licensing
Granting another organisation rights to use patented or proprietary technology under agreed terms.
See the technology in practice
DeepInsight® applies these ideas to cellular imaging for cell line development.