West Midlands Ambulance Service said 11 other patients were assessed and discharged at the scene.
A spokesperson for West Midlands Police said a "small number of people are being treated at the scene by paramedics," but no serious injuries had been reported.
A police cordon is currently in place between the ice rink, the library and the Rep theatre, with people asked to avoid the area.