Davide Cirillo

2021

• Llibre blanc sobre la Intel·ligència Artificial aplicada a la salut

  CIDAI-LlibreBlanc-2021-02

  F. Miralles, V. Ribas, C. Gallego, J. Guanyabens, M. Valls, D. Cirillo, A. Jené, C. Sierra, D. Gil, C. Sanchez, X. Llopis, K. Gisbert, and A. Vellido
• 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
• 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

• How to Design AI-Driven Clinical Trials in Nuclear Medicine

  Seminars in Nuclear Medicine

  G. Delso, D. Cirillo, J. D. Kaggie, A. Valencia, U. Metser, and P. Veit-Haibach
• GOPHER, an HPC Framework for Large Scale Graph Exploration and Inference

  High Performance Computing. ISC High Performance 2020. Lecture Notes in Computer Science

  M. JosepFabregó, X. Teruel, V. Gimenez-Abalos, D. Cirillo, D. Garcia-Gasulla, S. Alvarez-Napagao, M. Garcia-Gasulla, E. Ayguadé, and A. Valencia
• Sex and gender differences and biases in artificial intelligence for biomedicine and healthcare

  Nature Digital Medicine

  D. Cirillo, S. Catuara-Solarz, C. Morey, E. Guney, L. Subirats, S. Mellino, A. Gigante, A. Valencia, M. José Rementeria, A. Santuccion Chadha, and N. Mavridis