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Explainable Artificial Intelligence in Medical Decision Support Systems

Explainable Artificial Intelligence in Medical Decision Support Systems

Hardcover

Series: Healthcare Technologies

Technology & EngineeringGeneral Science

ISBN10: 1839536209
ISBN13: 9781839536205
Publisher: Institution Of Engineering & T
Published: Jan 30 2023
Pages: 545
Weight: 2.35
Height: 1.20 Width: 6.30 Depth: 9.50
Language: English

Within Artificial Intelligence, programmers use the terms Black Box or White Box. Explainable AI (XAI) is a white box model, and is artificial intelligence in which the results of the solution can be understood by humans. It contrasts with the concept of the black box in machine learning where the inner workings of the models are harder to understand and don't provide an estimate of the importance of each feature on the model predictions, nor explain how the different features interact to arrive at a specific decision.

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