Vinicius Jr and Raphinha named in Brazil World Cup qualifying squad
Brazil's top scorer Neymar will remain on the sidelines for his country after returning from a long-term knee injury in Al-Hilal's 5-4 win over Al-Ain in the Asian Champions League last week.
Raphinha has been one of Barca's standout performers in the first half of the season and is coming off the back of a goal in a 4-0 win over Real Madrid and a hat-trick against Bayern Munich in the Champions League.
Vinicius Jr will return to international action after missing last month's qualifiers with a neck injury, while Real Madrid team mate Endrick was left out.
Brazil, who are fourth in the South American standings with 16 points, six behind leaders Argentina, play at Venezuela on Nov. 14 before hosting Uruguay five days later.
"I think we are in a process of evolution, but it's not ideal yet," Dorival told reporters.
"We're going to fluctuate a bit more until we find consistency. But we are finding a way and I hope that happens in the next few games so we can be in a better position next year.
"I don't pay too much attention to the first results. God willing, we will get results to get closer to the leaders.
Squad
Goalkeepers: Bento (Al-Nassr), Ederson (Manchester City), Weverton (Palmeiras)
Defenders: Danilo (Juventus), Vanderson (Monaco), Guilherme Arana (Atletico Mineiro), Abner (Olympique Lyonnais), Eder Militao (Real Madrid), Gabriel Magalhaes (Arsenal), Marquinhos (Paris St Germain), Murilo (Nottingham Forest)
Midfielders: Andre (Wolverhampton Wanderers), Andreas Pereira (Fulham), Bruno Guimaraes (Newcastle United), Gerson (Flamengo), Lucas Paqueta (West Ham United), Raphinha (Barcelona)
Strikers: Estevao (Palmeiras), Rodrygo and Vinicius Jr (Real Madrid), Luiz Henrique and Igor Jesus (Botafogo), Savinho (Manchester City)