Publications

The AIMe registry for artificial intelligence in biomedical research

Julian Matschinske, ..., Massimiliano Zanin, Olga Zolotareva, Jan Baumbach & David B. Blumenthal
Nature Methods , (2021)

Ordinal patterns-based methodologies for distinguishing chaos from noise in discrete time series

Zanin, Massimiliano; Olivares, Felipe
Communications Physics 4, 190 (2021)

Leveraging network analysis to evaluate biomedical named entity recognition tools

Eduardo P. García del Valle; Gerardo Lagunes García; Lucía Prieto Santamaría; Massimiliano Zanin; Ernestina Menasalvas Ruiz; Alejandro Rodríguez-González
Scientific Reports 11, 13537 (2021)

Trends in Incidence and Transmission Patterns of COVID-19 in Valencia, Spain

Carolina Romero García; Adina Iftimi; Álvaro Briz-Redón; Massimiliano Zanin; Maria Otero; Mayte Ballester; José de Andrés; Giovanni Landoni; Dolores de las Marinas; Juan Carlos Catalá Bauset; Jesus Mandingorra
JAMA Network Open 4, e2113818 (2021)

DisMaNET: A network-based tool to cross map disease vocabularies

Eduardo P.García del Valle; Gerardo Lagunes García; Lucía Prieto Santamaría; Massimiliano Zanin; Ernestina Menasalvas Ruiz; Alejandro Rodríguez-González
Computer Methods and Programs in Biomedicine 207, 106233 (2021)

Statistical and Machine Learning Link Selection Methods for Brain Functional Networks: Review and Comparison

Ilinka Ivanoska; Kire Trivodaliev; Slobodan Kalajdziski; Massimiliano Zanin
Brain Sciences 11 (6), 735 (2021)

Assessing Granger Causality on Irregular Missing and Extreme Data

Zanin, Massimiliano
IEEE Access 9, 75362 - 75374 (2021)

Principles and open questions in functional brain network reconstruction

Korhonen, Onerva; Zanin, Massimiliano; Papo, David
Human Brain Mapping , (2021)

A Fast Transform for Brain Connectivity Difference Evaluation

Zanin, Massimiliano; Ivanoska, Ilinka; Güntekin, Bahar; Yener, Görsev; Loncar-Turukalo, Tatjana; Jakovljevic, Niksa; Sveljo, Olivera; Papo, David
Neuroinformatics , (2021)

Uncertainty in Functional Network Representations of Brain Activity of Alcoholic Patients

Zanin, Massimiliano; Belkoura, Seddik; Gomez, Javier; Alfaro, César; Cano, Javier
Brain Topography 34, 6-18 (2021)

Travel restrictions during pandemics: A useful strategy?

Zanin, Massimiliano; Papo, David
Chaos 30, 111103 (2020)

Mitochondria interaction networks show altered topological patterns in Parkinson’s disease

Zanin, Massimiliano; Santos, Bruno FR; Antony, Paul MA; Berenguer-Escuder, Clara; B. Larsen, Simone; Hanss, Zoe; Barbuti, Peter; Baumuratov, Aidos S.; Grossmann, Dajana; Capelle, Christophe M.; Weber, Joseph; Balling, Rudi; Ollert, Markus; Krüger, Rejko; Diederich, Nico J.; He, Feng Q.
npj Systems Biology and Applications 6, 38 (2020)

Assessing airport landing efficiency through large-scale flight data analysis

Zanin, Massimiliano
IEEE Access 8, 170519-170528 (2020)

Characterization and Prediction of Air Transport Delays in China

Zanin, Massimiliano; Zhu, Yanbo; Yan, Ran; Dong, Peiji; Sun, Xiaoqian; Sebastian Wandelt
Applied Sciences 10, 6165 (2020)

A minimal model of hospital patients’ dynamics in COVID-19

Papo,David;Righetti,Marco;Fadiga,Luciano;Biscarini,Fabio;Zanin,Massimiliano
Chaos, Solitons & Fractals 140, 110157 (2020)

Assessing functional propagation patterns in COVID-19

Zanin, Massimiliano; Papo, David
Chaos, Solitons & Fractals 138, 109993 (2020)

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