What is the main purpose of "Explainable AI" (XAI) in the KATY
Chapter 1

The birth of KATY

Chapter 2

The collective brain

Chapter 3

Under the hood of the AI

Chapter 4

The clinical stress test

Ch 3 · Under the hood of the AI
007skaty

007skaty Designers created a simple interface for the KATY medical AI.

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007skaty

007skaty User Interface Design

We turn the complex data to make the treatment clear, With knowledge at your fingers, the healing path is near.

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007skaty

007skaty Scientists build the Distributed Knowledge Graph for the KATY AI.

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007skaty
What is multi-omics data?
BETA

007skaty Combine different biological layers to learn how multi-omics data shows the full picture.

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007skaty
Building the Distributed Knowledge Graph

007skaty The system maps patient demographics, genomic profiles, and scientific discoveries into a web of relationships to power KATY.

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007skaty
Quiz

What is a Distributed Knowledge Graph (DKG) in the context of the KATY system?

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007skaty
Quiz

Why is a knowledge graph superior to a traditional flat database for medical research?

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007skaty
We cannot trust a decision if we cannot see the reasoning behind it.

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007skaty
The power of explainable AI

007skaty Transparent predictors build clinical trust by displaying patient history with each drug score.

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007skaty
Quiz

What are the acronyms of the two core technical components of the KATY system?

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007skaty
Quiz

What is the main purpose of "Explainable AI" (XAI) in the KATY project?

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007skaty
Fun Fact

Explainable AI: KATY doesn't just give answers; it explains its logic.

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007skaty
Quiz

What does the term "multi-omics" refer to in modern biology?

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007skaty
Quiz

Which of these is an example of transcriptomic data analyzed by medical AI?

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007skaty
Gossip

Should AI explain its decisions?

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007skaty
Quiz

What does the KATY dashboard display alongside a recommended therapy?

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007skaty
Quiz

On which devices is the current version of the KATY platform designed to run?

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