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Proceedings Paper

Prognosis for children with acute liver failure due to Amanita phalloides poisoning
Author(s): Marcin F. Wachulski; Diana Kamińska-Gocał; Maciej Dądalski; Piotr Socha; Jan J. Mulawka
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Paper Abstract

The primary objective of this article is to find new effective methods of diagnosis of urgent liver transplantation after Amanita phalloides intoxication amongst pediatric patients. The research was carried out using a medical database of pediatric patients who suffered from acute liver failure after amatoxin consumption. After data preprocessing and attribute selection steps, a two-phase experiment was conducted, which incorporated a wide variety of data mining algorithms. The results deliver two equivalent classification models with simple decision structure and reasonable quality of surgery prediction.

Paper Details

Date Published: 7 October 2011
PDF: 8 pages
Proc. SPIE 8008, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2011, 80081E (7 October 2011); doi: 10.1117/12.904482
Show Author Affiliations
Marcin F. Wachulski, Warsaw Univ. of Technology (Poland)
Diana Kamińska-Gocał, The Children's Memorial Health Institute (Poland)
Maciej Dądalski, The Children's Memorial Health Institute (Poland)
Piotr Socha, The Children's Memorial Health Institute (Poland)
Jan J. Mulawka, Warsaw Univ. of Technology (Poland)


Published in SPIE Proceedings Vol. 8008:
Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2011
Ryszard S. Romaniuk, Editor(s)

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