Yep, there is; you must have missed it. One of the game mode options when starting a multiplayer game is "Load Game." Then in the setup screen (the screen where you set everything up, not the "staging window") you can choose what game to load.
Also make sure everyone is in the same order as they were originally, otherwise people will continue from other people's positions.