Summary: We present a brief survey of noncommutative martingale inequalities associated with convex functions, including noncommutative Burkholder-Gundy inequalities, noncommutative maximal inequalities, noncommutative Burkholder and Junge-Xu inequalities, and some unresolved problems on noncommutative martingale inequalities associated with convex functions.