Prognosis for children with acute liver failure due to Amanita phalloides poisoning

Marcin F. Wachulski; Diana Kamińska-Gocał; Maciej Dądalski; Piotr Socha; Jan J. Mulawka

doi:10.1117/12.904482

7 October 2011 Prognosis for children with acute liver failure due to Amanita phalloides poisoning

Marcin F. Wachulski, Diana Kamińska-Gocał, Maciej Dądalski, Piotr Socha, Jan J. Mulawka

Author Affiliations +

Proceedings Volume 8008, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2011; 80081E (2011) https://doi.org/10.1117/12.904482
Event: Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2011, 2011, Wilga, Poland

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.

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Marcin F. Wachulski, Marcin F. Wachulski, Diana Kamińska-Gocał, Diana Kamińska-Gocał, Maciej Dądalski, Maciej Dądalski, Piotr Socha, Piotr Socha, Jan J. Mulawka, Jan J. Mulawka, "Prognosis for children with acute liver failure due to Amanita phalloides poisoning", Proc. SPIE 8008, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2011, 80081E (7 October 2011); doi: 10.1117/12.904482; https://doi.org/10.1117/12.904482

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