Alfonso Valencia

2021

• BioFVM-X: An MPI+OpenMP 3-D Simulator for Biological Systems

  Lecture Notes in Computer Science

  G. Saxena, M. Ponce-de-Leon, A. Montagud, D. Vicente Dorca, and A. Valencia
• COVID-19 Flow-Maps an open geographic information system on COVID-19 and human mobility for Spain

  Scientific Data

  M. Ponce De Leon, J. del Valle, J. Maria Fernández, M. Bernardo, D. Cirillo, J. Sánchez-Valle, M. Smith, S. Capella-Gutierrez, T. Gullón, and A. Valencia
• DOME: recommendations for supervised machine learning validation in biology

  Nature Methods

  I. Walsh, D. Fishman, D. Garcia-Gasulla, T. Titma, G. Pollastri, E. Capriotti, R. Casadio, S. Capella-Gutierrez, D. Cirillo, A. Del Conte, A. C. Dimopoulos, V. Dominguez Del Angel, J. Dopazo, P. Fariselli, J. Maria Fernández, F. Huber, A. Kreshuk, T. Lenaerts, P. Luigi Martelli, A. Navarro, P. Ó. Broin, J. Piñero, D. Piovesan, M. Reczko, F. Ronzano, V. Satagopam, C. Savojardo, V. Spiwok, M. Antonio Tangaro, G. Tartari, D. Salgado, A. Valencia, F. Zambelli, J. Harrow, F. E. Psomopoulos, and S. C. E. Tosatto
• MAX mutant small-cell lung cancers exhibit impaired activities of MGA-dependent noncanonical polycomb repressive complex

  Proceedings of the National Academy of Sciences

  P. Llabata, M. Torres-Diz, A. Gomez, L. Tomas-Daza, O. A. Romero, J. Grego-Bessa, P. Llinas-Arias, A. Valencia, M. Esteller, B. M. Javierre, X. Zhang, and M. Sanchez-Cespedes
• Mutational mechanisms shaping the coding and noncoding genome of germinal center derived B-cell lymphomas

  Leukemia

  D. Hübschmann, K. Kleinheinz, R. Wagener, S. H. Bernhart, C. López, U. H. Toprak, S. Sungalee, N. Ishaque, H. Kretzmer, M. Kreuz, S. M. Waszak, N. Paramasivam, O. Ammerpohl, S. M. Aukema, R. Beekman, A. K. Bergmann, M. Bieg, H. Binder, A. Borkhardt, C. Borst, B. Brors, P. Bruns, E. Carrillo d Pau, A. Claviez, G. Doose, A. Haake, D. Karsch, S. Haas, M-L. Hansmann, J. I. Hoell, V. Hovestadt, B. Huang, M. Hummel, C. Jäger-Schmidt, J. N. A. Kerssemakers, J. O. Korbel, D. Kube, C. Lawerenz, D. Lenze, J. H. A. Martens, G. Ott, B. Radlwimmer, E. Reisinger, J. Richter, D. Rico, P. Rosenstiel, A. Rosenwald, M. Schillhabel, S. Stilgenbauer, P. F. Stadler, J. I. Martin-Subero, M. Szczepanowski, G. Warsow, M. A. Weniger, M. Zapatka, A. Valencia, H. G. Stunnenberg, P. Lichter, P. Möller, M. Loeffler, R. Eils, W. Klapper, S. Hoffmann, L. Trümper, R. Küppers, M. Schlesner, and R. Siebert
• The eTRANSAFE Project on Translational Safety Assessment through Integrative Knowledge Management: Achievements and Perspectives

  Pharmaceuticals

  F. Pognan, T. Steger-Hartmann, C. Díaz, N. Blomberg, F. Bringezu, K. Briggs, G. Callegaro, S. Capella-Gutierrez, E. Centeno, J. Corvi, P. Drew, W. C. Drewe, J. M. Fernández, L. I. Furlong, E. Guney, J. A. Kors, M. Angel Mayer, M. Pastor, J. Piñero, J. Manuel Ramírez-Anguita, F. Ronzano, P. Rowell, J. Saüch-Pitarch, A. Valencia, B. van de Water, J. van der Lei, E. van Mulligen, and F. Sanz
• The multilayer community structure of medulloblastoma

  iScience

  I. Núñez-Carpintero, M. Petrizzelli, A. Zinovyev, D. Cirillo, and A. Valencia
• Artificial Intelligence–Aided Precision Medicine for COVID-19: Strategic Areas of Research and Development

  Journal of Medical Internet Research

  E. Santus, N. Marino, D. Cirillo, E. Chersoni, A. Montagud, A. Santuccion Chadha, A. Valencia, K. Hughes, and C. Lindvall
• Artificial intelligence in cancer research: learning at different levels of data granularity

  Molecular Oncology

  D. Cirillo, I. Núñez-Carpintero, and A. Valencia
• Simulating SARS-CoV-2 epidemics by region-specific variables and modeling contact tracing app containment

  Nature Digital Medicine

  A. Ferrari, E. Santus, D. Cirillo, M. Ponce De Leon, N. Marino, M. Teresa Ferretti, A. Santuccion Chadha, N. Mavridis, and A. Valencia