Artificial Intelligence in Medicine: 10th Conference on by Frank van Harmelen (auth.), Silvia Miksch, Jim Hunter,

By Frank van Harmelen (auth.), Silvia Miksch, Jim Hunter, Elpida T. Keravnou (eds.)

This booklet constitutes the refereed court cases of the tenth convention on synthetic Intelligence in drugs in Europe, AIME 2005, held in Aberdeen, united kingdom in July 2005.

The 35 revised complete papers and 34 revised brief papers provided including 2 invited contributions have been conscientiously reviewed and chosen from 148 submissions. The papers are prepared in topical sections on temporal illustration and reasoning, selection help structures, scientific guidance and protocols, ontology and terminology, case-based reasoning, sign interpretation, visible mining, desktop imaginative and prescient and imaging, wisdom administration, desktop studying, wisdom discovery, and knowledge mining.

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Extra resources for Artificial Intelligence in Medicine: 10th Conference on Artificial Intelligence in Medicine, AIME 2005, Aberdeen, UK, July 23-27, 2005. Proceedings

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In our opinion, it can be used as a useful instrument to complement data-driven approaches to gain insight in complex temporal behaviours, which are common in biomedical domains. Given the great flexibility that characterizes the algorithm, immediate extensions may lead to consider both Trend and State TAs for the representation of the temporal profiles; moreover also different relationships between the events may be taken into account. As a future development we are including in the algorithm a strategy to automatically propose to the user the most relevant complex patterns in the data; moreover, we are working on a technique for result visualization through a semantic network of temporal relationships.

However, the contribution of each signal is not the same. To take into account the hierarchy of the signals, we will integrate only in the word the symbol of the signals for which their contribution to the first component axis is greater than 60%. A sequence contains: the temporal order of the symbols forming the words, the number of occurrences of each word in the sequence, and the temporal order of the words in the sequences. Figure 4 illustrates the sequence built between 10333 and 13679 seconds that corresponds to an extubation followed by an oxygen desaturation.

8. 9. 10. 11. starting of the incubation period; ending of the incubation period; starting of the fever; ending of the fever period; starting of the exanthemata period; ending of the exanthemata period; starting of the contagion period; ending of the contagion period. incubation period. fever period. contagion period. In the following we report the timelines of the three diseases and the most significant constraints defined for the first networks. In a similar way, the other 38 S. Badaloni and M. Falda two networks can be represented.

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