论文信息 - Information Content Toward a Neonatal Disease Severity Score System - 字舞流文

Information Content Toward a Neonatal Disease Severity Score System

We introduce a score to classify the severity of patients by analysing the information content of clinical time series.

Giulia Menconi | Marco Franciosi | Jacopo Bellazzini | Claudio Bonanno | G. Menconi | C. Bonanno | J. Bellazzini | M. Franciosi

[1] V. Benci,et al. Dynamical systems and computable information , 2002, cond-mat/0210654.

[2] A. Brudno. Entropy and the complexity of the trajectories of a dynamical system , 1978 .

[3] C. Bonanno. The algorithmic information content for randomly perturbed systems , 2003, math/0309462.

[4] G. Latini,et al. The pulse oximeter perfusion index as a predictor for high illness severity in neonates , 2002, European Journal of Pediatrics.

[5] G. Latini,et al. Early postnatal changes in the perfusion index in term newborns with subclinical chorioamnionitis , 2005, Archives of Disease in Childhood - Fetal and Neonatal Edition.

[6] Sang Joon Kim,et al. A Mathematical Theory of Communication , 2006 .

[7] J. Bakker,et al. Noninvasive monitoring of peripheral perfusion , 2005, Intensive Care Medicine.

[8] Ming Li,et al. An Introduction to Kolmogorov Complexity and Its Applications , 2019, Texts in Computer Science.