A CUDA-based Implementation of the Cellular Potts Model combined with Lattice-Gas Cellular Automata for Cancer Cell Growth Simulation

نویسندگان

  • Lei Kristoffer R. Lactuan
  • Joseph Anthony C. Hermocilla
  • Mehrdad Ghaemi
  • Amene Shahrokhi
چکیده

ABSTRACT The process in which cancer cells invade or grow is very complex. Thus researchers rely on simulation to study and understand this phenomenon. Cellular Pots Model (CPM) and the Lattice-Gas Cellular Automata(LGCA) is one model for cancer cell growth simulation. In this work, we present a Compute Unified Device Architecure(CUDA)-based implementation of CPM combined with LGCA and compare its performance in terms of execution time to a CPU-based implementation.

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تاریخ انتشار 2011