Barsøe, Kasper Winther Jørgensen, Morten Jørgensen and Jacob Søgaard have been selected to compete for Denmark at the 2016 Summer Olympics, being held in Rio de Janeiro, Brazil, in the men's lightweight coxless four event. The team won the silver medal, finishing more than a second behind the winning Swiss team.