Super-resolution left ventricular flow and pressure mapping by Navier-Stokes-informed neural networks.

Autor: Maidu B; Dept. of Mechanical Engineering, University of Washington, Seattle, WA, USA., Martinez-Legazpi P; Dept. of Mathematical Physics and Fluids. Universidad Nacional de Educación a Distancia & CIBERCV, Madrid, Spain., Guerrero-Hurtado M; Dept. of Aerospace Engineering, Universidad Carlos III de Madrid, Leganes, Spain., Nguyen CM; Dept. of Mechanical Engineering, University of Washington, Seattle, WA, USA., Gonzalo A; Dept. of Mechanical Engineering, University of Washington, Seattle, WA, USA., Kahn AM; Dept. of Cardiology, Hospital General Universitario Gregorio Marañon & CIBERCV, Madrid, Spain., Bermejo J; Division of Cardiovascular Medicine., University of California San Diego, La Jolla, CA, USA., Flores O; Dept. of Aerospace Engineering, Universidad Carlos III de Madrid, Leganes, Spain., Del Alamo JC; Dept. of Mechanical Engineering, University of Washington, Seattle, WA, USA; Center for Cardiovascular Biology, University of Washington School of Medicine, Seattle, WA, USA; Division of Cardiology, University of Washington School of Medicine, Seattle, WA, USA. Electronic address: juancar@uw.edu.

Publikováno v: Computers in biology and medicine [Comput Biol Med] 2024 Dec 12; Vol. 185, pp. 109476. Date of Electronic Publication: 2024 Dec 12.