GANDALF: Generative ANsatz for DNA damage evALuation and Forecast. A neural network-based regression for estimating early DNA damage across micro-nano scales.

Journal: Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)
PMID:

Abstract

PURPOSE: This study aims to develop a comprehensive simulation framework to connect radiation effects from the microscopic to the nanoscopic scale.

Authors

  • Alberto Sciuto
    INFN Laboratori Nazionali del Sud, via S.Sofia 62, 95123 Catania, Italy.
  • Serena Fattori
    INFN Laboratori Nazionali del Sud, via S.Sofia 62, 95123 Catania, Italy. Electronic address: serena.fattori@lns.infn.it.
  • Farmesk Abubaker
    INFN Laboratori Nazionali del Sud, via S.Sofia 62, 95123 Catania, Italy; Charmo University, 46023, Chamchamal, Sulaymaniyah, Iraq.
  • Sahar Arjmand
    INFN Laboratori Nazionali del Sud, via S.Sofia 62, 95123 Catania, Italy.
  • Roberto Catalano
    INFN Laboratori Nazionali del Sud, via S.Sofia 62, 95123 Catania, Italy.
  • Konstantinos Chatzipapas
    Bioemission Technology Solutions (BIOEMTECH), Alexandras Av. 116, Athens, Greece.
  • Giacomo Cuttone
    INFN, Southern National Laboratory (LNS), 95123 Catania, Italy.
  • Fateme Farokhi
    INFN Laboratori Nazionali del Sud, via S.Sofia 62, 95123 Catania, Italy.
  • Mariacristina Guarrera
    INFN Laboratori Nazionali del Sud, via S.Sofia 62, 95123 Catania, Italy.
  • Ali Hassan
  • Sebastien Incerti
    Univ. Bordeaux, CNRS, LP2I, UMR 5797, F-33170 Gradignan, France.
  • Alma Kurmanova
    INFN Laboratori Nazionali del Sud, via S.Sofia 62, 95123 Catania, Italy; Dipartimento di Fisica e Astronomia "Ettore Majorana", Università di Catania, via S.Sofia 64, Catania, Italy.
  • Demetrio Oliva
    INFN Laboratori Nazionali del Sud, via S.Sofia 62, 95123 Catania, Italy.
  • Alfio D Pappalardo
    INFN Laboratori Nazionali del Sud, via S.Sofia 62, 95123 Catania, Italy.
  • Giada Petringa
    INFN Laboratori Nazionali del Sud, via S.Sofia 62, 95123 Catania, Italy.
  • Dousatsu Sakata
    Division of Health Sciences, Osaka University, Osaka 565-0871, Japan; School of Physics, University of Bristol, Bristol, UK; Centre For Medical Radiation Physics, University of Wollongong, Wollongong, Australia.
  • Hoang N Tran
    Univ. Bordeaux, CNRS, LP2I, UMR 5797, F-33170 Gradignan, France.
  • G A Pablo Cirrone
    INFN Laboratori Nazionali del Sud, via S.Sofia 62, 95123 Catania, Italy; Centro Siciliano di Fisica Nucleare e Struttura della Materia, via S. Sofia 64 Catania 95123, Italy.