AI Fundamentals
A computer system designed to perform tasks that typically require human intelligence
What is Artificial Intelligence?
The process of labeling medical images before they can be used to train an AI model
What is data annotation?
An AI-assisted device that supports physicians during colonoscopy
What is GI Genius?
The dedicated processing unit and the AI detection engine
What are the two components of the GI Genius system?
A blinking green indicator
What shows that GI Genius is active and functioning normally?
A subset of AI in which algorithms learn patterns directly from data
What is Machine Learning?
The learning approach used by GI Genius, where every training example has a correct label
What is Supervised Learning?
An adjunct tool that supports—but never replaces—the physician's clinical judgment
What is the purpose/intended use of GI Genius?
The exact video processor model and the exact monitor model
What should always be verified before installation?
A solid red indicator
What indicates a hardware or software malfunction?
A subset of Machine Learning based on multi-layer Neural Networks
What is Deep Learning?
Because accurate labels require clinical knowledge and directly influence AI performance
Why does medical AI annotation require clinical expertise?
Green square markers and a short audible tone
What appears when GI Genius detects a lesion?
Different video routing, resolutions, devices, and connectors
Why are endoscopy towers never standard?
A solid grey indicator with a strike-through
What indicates that the overlay is deactivated?
The type of AI that creates new content such as text, images, or code
What is Generative AI?
The development step used to verify that a model is learning instead of memorizing
What is Validation?
It never modifies it—it only overlays graphical markers on top of it
How does GI Genius interact with the original video stream?
A safety feature that keeps the video flowing even if GI Genius loses power
What is bypass functionality?
A procedure lasting more than three hours, requesting the report too early, opening Procedure Highlights during the procedure, or powering on GI Genius after the procedure has started
What are situations in which Procedure Highlights may not be available?
The category of AI that GI Genius mostly belongs to because it identifies findings rather than generating new content
What is Predictive AI?
The phase where the AI model is evaluated in the end using data it has never seen before
What is Testing?
An architecture that allows individual AI models to be improved and released independently
What is the Modular AI Architecture?
Spare SDI cables, converters, adapters, and splitters
What should always be in your installation bag?
The video path, signal type, resolution, converters, and cabling
What should be checked first when troubleshooting a missing video image?