Alfonso Valencia

2021

• 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

2020

• COVID-19 and beyond: a call for action and audacious solidarity to all the citizens and nations, it is humanity’s fight

  F1000Research

  C. Auffray, R. Balling, N. Blomberg, M. C. Bonaldo, B. Boutron, S. Brahmachari, C. Brechot, A. Cesario, S-J. Chen, K. Clément, D. Danilenko, A. Di Meglio, A. Gelemanović, C. Goble, T. Gojobori, J. D. Goldman, M. Goldman, Y-K. Guo, J. Heath, L. Hood, P. Hunter, L. Jin, H. Kitano, B. Knoppers, D. Lancet, C. Larue, M. Lathrop, M. Laville, A. B. Lindner, A. Magnan, A. Metspalu, E. Morin, L. F. P. Ng, L. Nicod, D. Noble, L. Nottale, H. Nowotny, T. Ochoa, I. N. Okeke, T. Oni, P. Openshaw, M. Oztürk, S. Palkonen, J. T. Paweska, C. Pison, M. H. Polymeropoulos, C. Pristipino, U. Protzer, J. Roca, D. Rozman, M. Santolini, F. Sanz, G. Scambia, E. Segal, I. Serageldin, M. Bento Soares, P. Sterk, S. Sugano, G. Superti-Furga, D. Supple, J. Tegner, M. Uhlen, A. Urbani, A. Valencia, V. Valentini, S. van der Werf, M. Vinciguerra, O. Wolkenhauer, and E. Wouters
• Classification in biological networks with hypergraphlet kernels

  Bioinformatics

  J. Lugo-Martinez, D. Zeiberg, T. Gaudelet, N. Malod-Dognin, N. Pržulj, and P. Radivojac
• Unveiling new disease, pathway, and gene associations via multi-scale neural network

  PLOS ONE

  T. Gaudelet, N. Malod-Dognin, J. Sánchez-Valle, V. Pancaldi, A. Valencia, and N. Pržulj
• Sex differences in oncogenic mutational processes

  Nature Communications

  C. H. Li, S. D. Prokopec, R. X. Sun, F. Yousif, N. Schmitz, P. C. Boutros, and