2. Publicaciones

Publicaciones

The AIMe registry for artificial intelligence in biomedical research

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

Reservoir Computing: Theory, Physical Implementations, and Applications

Nakajima, Kohei; Fischer, Ingo (Editors)
, Springer Singapore (2021)

Information Transmission in Delay-Coupled Neuronal Circuits in the Presence of a Relay Population

Sánchez-Claros, Jaime ; Pariz, Aref; Valizadeh, Alireza; Canals, Santiago; Mirasso, Claudio
Frontiers in Systems Neuroscience 15, 705371: 1-16 (2021)

Beyond the adiabatic limit in systems with fast environments: A tau-leaping algorithm

Berrios-Caro, Ernesto; Galla, Tobias
Physical Review E 104, 014122 (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)

Beyond pairwise network similarity: exploring mediation and suppression between networks

Lucas Lacasa, Sebastiano Stramaglia, Daniele Marinazzo
Communications Physics 4, (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)

Global COVID-19 lockdown highlights humans as both threats and custodians of the environment

Amanda E. Bates et al
Biological Conservation 263, 109175 (2021)

Principles and open questions in functional brain network reconstruction

Korhonen, Onerva; Zanin, Massimiliano; Papo, David
Human Brain Mapping 42, 3680-3711 (2021)

Cascading from SARS-CoV-2 to Parkinson’s Disease through Protein-Protein Interactions

Estrada, Ernesto
Viruses 13, 897 (2021)

Transmission delays and frequency detuning can regulate information flow between brain regions

Pariz, A., Fischer, I., Valizadeh, A. Mirasso, C.
Plos Computational Biology 17, e1008129 (2021)

Host‐association as major driver of microbiome structure and composition in Red Sea seagrass ecosystems

N Garcias‐Bonet; VM Eguíluz; R Díaz‐Rúa; CM Duarte
Environmental Microbiology 23, 2021-2034 (2021)

An ecological approach to structural flexibility in online communication systems

Palazzi,María J.; Solé-Ribalta,Albert; Calleja-Solanas,Violeta; Meloni,Sandro; Plata,Carlos A.; Suweis,Samir; Borge-Holthoefer,Javier;
Nature Communications , (2021)

A standardisation framework for bio‐logging data to advance ecological research and conservation

Ana MM Sequeira, Malcolm O'Toole, Theresa R Keates, Laura H McDonnell, Camrin D Braun, Xavier Hoenner, Fabrice RA Jaine, Ian D Jonsen, Peggy Newman, Jonathan Pye, Steven J Bograd, Graeme C Hays, Elliott L Hazen, Melinda Holland, Vardis M Tsontos, Clint Blight, Francesca Cagnacci, Sarah C Davidson, H
Methods in Ecology and Evolution 12, 996-1007 (2021)

DRUG RESISTANCE IN INFECTIOUS DISEASES (CSIC Libro Blanco)

Riva, Luis; Galla, Tobias; et al.
Libro Blanco Desafíos Científicos CSIC 2030, , (2021)

Switching environments, synchronous sex, and the evolution of mating types

Berríos-Caro, Ernesto; Galla, Tobias; Constable, George W. A.
Theoretical Population Biology 138, 28-42 (2021)

nMNSD—A Spiking Neuron-Based Classifier That Combines Weight-Adjustment and Delay-Shift

Susi, G.; Antón-Toro, L. F.; Maestú, F.; Pereda, E.; Mirasso, C.
Frontiers in Neuroscience 15, Article 582608 (2021)

Numerical continuation for fractional PDEs: sharp teeth and bloated snakes

Ehstand, Noémie; Kuehn, Christian; Soresina, Cinzia
Communications in Nonlinear Science and Numerical Simulation 98, 105762 (2021)

Landscape-induced spatial oscillations in population dynamics

Dornelas, Vivian; Colombo, Eduardo H.; López, Cristóbal; Hernández-García, Emilio; Anteneodo, Celia
Scientific Reports 11, 3470 (1-11) (2021)

Neutral Theory for competing attention in social networks

Plata,Carlos A.;Pigani,Emanuele;Azaele,Sandro;Calleja-Solanas,Violeta;Palazzi,María J.;Solé-Ribalta,Albert;Borge-Holthoefer,Javier;Meloni,Sandro;Suweis,Samir;
Physical Review Research 3, 013070 (2021)

Competition delays multi-drug resistance evolution during combination therapy

Berrios-Caro, Ernesto; Gifford, Danna R; Galla, Tobias
Journal of Theoretical Biology 509, 110524 (1-15) (2021)

Editorial on the Research Topic Fundamentals and Applications of AI: An Interdisciplinary Perspective

Eguiluz, V.; Mirasso, C. R.; Vicente, R.
Frontiers in Physics Interdisciplinary Physics 19, (2021)

Informational cost and networks navigability

Estrada, Ernesto
Applied Mathematics and Computation 397, 125914 (2021)

Species exclusion and coexistence in a noisy voter model with a competition-colonization tradeoff

Martínez-García, Ricardo; López, Cristóbal; Vazquez, Federico
Physical Review E 103, 032406 (2021)

Cognition, collective behaviors & consciousness

Canals, S.; Bartumeus, F.; Gomez-Marin, A.; Martinez-Otero, L.; Marquez, C.; Valverde, S.; Hernandez-Garcia, E.; Lopez, C.; Mirasso, C.; del Castillo, D.; Rocon, E.; Criado-Boado, F.; Palmer, J.R.B.; Castellanos, N.; Diex, G.; Maestu, F.
in Brain, Mind and Behaviour (edited by Herrera E. and Esteban, J.A.), Consejo Superior de Investigaciones Cientificas, 41-57 (2021)

Colloidal magnetic brushes: influence of the magnetic content and presence of short-ranged attractive forces in the micro-structure and field response.

Cerdà, J.J.; Bona-Casas, C.; Cerrato, A.; Sintes, T.; Massó, J.
Soft Matter 17, 5780-5791 (2021)

Deep learning in systems medicine

Wang, Haiying; Pujos-Guillot, Estelle; Comte, Blandine; de Miranda, Joao Luis; Spiwok, Vojtech; Chorbev, Ivan; Castiglione, Filippo; Tieri, Paolo; Watterson, Steven; McAllister, Roisin; de Melo Malaquias, Tiago; Zanin, Massimiliano; Rai, Taranjit Singh; Zheng, Huiru
Briefings in Bioinformatics 22, 1543–1559 (2021)

Geospatial distributions reflect temperatures of linguistic features

Kauhanen, Henri; Gopal, Deepthi; Galla, Tobias; Bermúdez-Otero, Ricardo
Science Advances 7, eabe6540 (1-10) (2021)

Modeling brain reorganization after hemispherectomy

Seoane, L.; Solé, R.
Submitted (2021)

Normal tissue content impact on the GBM molecular classification

Madurga, Rodrigo; García-Romero, Noemí; Jiménez,Beatriz; Collazo, Ana; Pérez-Rodríguez, Francisco; Hernández-Laín, Aurelio; Fernández-Carballal, Carlos; Prat-Acín, Ricardo; Zanin, Massimiliano; Menasalvas, Ernestina; Ayuso-Sacido, Ángel
Briefings in Bioinformatics 22, bbaa129 (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)

Hypoxic response in cancer progression: modeling HIF activation

Ferrante, Patrizia (Advisors: Toral, Raul; Flandoli, Franco)
Master Thesis (2020)

Dynamics in cortical activity revealed by resting-state MEG rhythms

Mendoza-Ruiz, J; Alonso-Malaver, E; Valderrama, M, Rosso, A, Martinez, Johann. H.
Chaos: An Interdisciplinary Journal of Nonlinear Science 30, 123138 (2020)

Collective effects in voltage-gated protein ensembles

Fullana Sánchez, Antonia (Advisor: Sintes, Tomás)
Master Thesis (2020)

Competition between Mediterranean clonal seagrasses

Abio Rojo, Albert (Advisor: Sintes, Tomás)
Master Thesis (2020)

Patterns, localized structures and fronts in a reduced model of clonal plant growth

Ruiz-Reynés, Daniel; Martín, Luis; Hernández-García, Emilio; Knobloch, Edgar; Gomila, Damià
Physica D: Nonlinear Phenomena 414, 132723 (1-11) (2020)

Stochastic and deterministic approaches to generalised random Lotka-Volterra communities

Ferran Larroya Paixa (Advisor: Galla, Tobias)
Master Thesis (2020)

Competition for attention in social networks - An ecological approach

Magiera, Marius-Jascha (Advisor: Meloni, Sandro)
Master Thesis (2020)

Efecto de la COVID-19 en Baleares: un estudio interdisciplinar

Mirasso, C. R. Ed.
MEDICINA BALEAR - ESPECIAL COVID 19 35, 24-33 (2020)

Dispersal-induced instability in complex ecosystems

Baron, Joseph William; Galla, Tobias
Nature Communications 11, 6032 (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)

Driven progressive evolution of genome sequence complexity in Cyanobacteria

Moya, Andrés ; Oliver, José L.; Verdú, Miguel; Delaye, Luis; Arnau, Vicente; Bernaola‐Galván, Pedro; de la Fuente, Rebeca; Díaz, Wladimiro; Gómez‐Martín, Cristina; González, Francisco M.; Latorre, Amparo; Lebrón, Ricardo; Román‐Roldán, Ramón
Scientific Reports 10, 19073 (1-14) (2020)

COVID-19: Predicción de eventos de hospitalización en UCI / muerte usando registros médicos de atención y herramientas de aprendizaje automático

Khajuria, T.; Pou Goyanes, J. A.; Mirasso, C. R.; Vicente, R.
Medicina Balear 35, 25-27 (2020)

A flexible method for optimising sharing of healthcare resources and demand in the context of the COVID-19 pandemic

Lacasa, Lucas; Challen, Robert; Brooks-Pollock, Ellen; Danon, Leon
PLoS ONE 15, e0241027 (2020)

Dynamic Information Routing in Neuronal Circuits

Jorge Medina Hernández (Advisors: Mirasso, Claudio R.; Eguíluz, Víctor M. )
Master Thesis (2020)

Modelling the Mass Mortality Event of Pinna nobilis

Giménez Romero, Alex (Supervisors: Manuel A. Matias and Iris E. Hendriks)
Master Thesis (2020)

Fate of Duplicated Neural Structures

Seoane; Luis F.
Entropy 22, 928 (2020)

Frequency-dependent organization of the brain's functional network through delayed-interactions

Ziaeemehr, A.; Zarei, M.; Valizadeh, A.; Mirasso, C. R.
Neural Networks 132, 155-165 (2020)

Machine Learning for Remote Sensing of Xylella fastidiosa

Javier Galván Fraile (Advisors: Ramasco, Jose J.; Matias, Manuel A.)
Master Thesis (2020)

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