24 citations · 38 across the 4 of their papers we have counts for
4 papers
Machine Learning-Assisted Recurrence Prediction for Early-Stage Non-Small-Cell Lung Cancer Patients
Adrianna Janik, Maria Torrente, Luca Costabello +14
Background: Stratifying cancer patients according to risk of relapse can personalize their care. In this work, we provide an answer to the following research question: How to utili…
Understanding diseases as increased heterogeneity: a complex network computational framework
Massimiliano Zanin, Juan Manuel Tuñas, Ernestina Menasalvas
Due to the complexity of the human body, most diseases present a high inter-personal variability in the way they manifest, i.e. in their phenotype, which has important clinical rep…
Information content: assessing meso-scale structures in complex networks
Massimiliano Zanin, Pedro A. Sousa, Ernestina Menasalvas
We propose a novel measure to assess the presence of meso-scale structures in complex networks. This measure is based on the identification of regular patterns in the adjacency mat…
Parenclitic networks: a multilayer description of heterogeneous and static data-sets
Massimiliano Zanin, Joaquín Medina Alcazar, Jesus Vicente Carbajosa +5
Describing a complex system is in many ways a problem akin to identifying an object, in that it involves defining boundaries, constituent parts and their relationships by the use o…