There's a flyer in the game that explains the four stages of infection.
Runner: Newly infected, looks mostly human still.
Stalker: Infected for more than two weeks. Fungus is starting to grow on their face etc.
Clicker: Infected for a year or more. Face completely covered with fungus so they...