Intelligent clinical decision support for small patient datasets

Intelligent clinical decision support for small patient datasets

The ways of substantiating the clinical decision of doctors in the absence of clinical treatment protocols are considered. A comparative evaluation of various statistical methods for ranking clinical symptoms in terms of significance for predicting the outcome of the disease in a small sample of p...

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Bibliographic Details
Main Authors: Alexandra S. Vatian, Alexander A. Golubev, Natalia F. Gusarova, Natalia V. Dobrenko, Aleksei A. Zubanenko, Ekaterina S. Kustova, Anna A. Tatarinova, Ivan V. Tomilov, Grigorii F. Shovkoplyas
Format: Article
Language:English
Published: Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) 2023-06-01
Series:Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki
Subjects:
clinical decision support
clinical expertise
feature ranking
small cohorts
statistical methods
Online Access:https://ntv.ifmo.ru/file/article/22068.pdf

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https://ntv.ifmo.ru/file/article/22068.pdf

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