Neural hypernetwork approach for pulmonary embolism diagnosis.

Journal: BMC research notes
Published Date: Oct 29, 2015

Abstract

BACKGROUND: Hypernetworks are based on topological simplicial complexes and generalize the concept of two-body relation to many-body relation. Furthermore, Hypernetworks provide a significant generalization of network theory, enabling the integration of relational structure, logic and analytic dynamics. A pulmonary embolism is a blockage of the main artery of the lung or one of its branches, frequently fatal.

Authors

  • Matteo Rucco
    United Technology Research Center, Trento, Italy.
  • David Sousa-Rodrigues
    Design Complexity Group, The Open University, Milton Keynes, UK.
  • Emanuela Merelli
    School of Science and Technology, University of Camerino, Via del Bastione, Camerino, Italy.
  • Jeffrey H Johnson
    Design Complexity Group, The Open University, Milton Keynes, UK.
  • Lorenzo Falsetti
    Internal and Subintensive Medicine of Ospedali Riuniti, Ancona, Italy.
  • Cinzia Nitti
    Internal and Subintensive Medicine of Ospedali Riuniti, Ancona, Italy.
  • Aldo Salvi
    Internal and Subintensive Medicine of Ospedali Riuniti, Ancona, Italy.

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