A review of dynamical systems approaches for the detection of chaotic attractors in cancer networks.

作者: Abicumaran Uthamacumaran

DOI: 10.1016/J.PATTER.2021.100226

关键词: State spaceNetwork medicineAttractorDECIPHERMachine learningInferenceComputer scienceComplex systemArtificial intelligenceDynamical systems theoryCausality

摘要: Cancers are complex dynamical systems. They remain the leading cause of disease-related pediatric mortality in North America. To overcome this burden, we must decipher the state …

参考文章(178)
William L. Ditto, Applications of chaos in biology and medicine Introduction to chaos and the changing nature of Science and medicine. ,vol. 376, pp. 175- 201 ,(2008) , 10.1063/1.51060
Isabelle Stengers, Ilya Prigogine, Order out of chaos : man's new dialogue with nature. Bantam Books. ,(1984)
Christopher M. Bishop, Neural networks for pattern recognition ,(1995)
Arthur T. Winfree, The timing of biological clocks ,(1986)
P Philippe, Chaos, population biology, and epidemiology: some research implications. Human Biology. ,vol. 65, pp. 525- 546 ,(1993)