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Visualisation of Multidimensional Data for Medical Decision Support

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posted on 2023-06-08, 10:37 authored by Anne Rosemary Tate, Joshua Underwood, Christophe Ladroue, Rosemary Luckin, John R Griffiths
Medical decision support tools are not widely used by clinicians, perhaps because most do not explain the decisions. We describe an approach for case-based systems using automated pattern recognition techniques. Multivariate methods estimate the degree of similarity between a new case and those in the database, and graphical displays allow users to combine this information with their own expertise. The approach is demonstrated by an example, the Spectra Visualizer, which allows radiologists to interpret magnetic resonance spectra. The variables in the overview are derived directly from the signals obtained from the scanner. Spectra with similar classification profiles can be linked to clinical history, images and expert commentary

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Publication status

  • Published

Pages

0.0

Presentation Type

  • paper

Event name

8th Conference on AI in Medicine in Surope, AIME

Event type

conference

ISBN

3-540-42294-3

Full text available

  • No

Peer reviewed?

  • Yes

Legacy Posted Date

2012-02-21

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