A method for conducting a read-verification operation on a target memory cell in a three-dimensional (3D) memory device includes removing fast charges of the target memory cell at a read-prepare step and measuring a threshold voltage of the target memory cell at a sensing step. Removing the fast charges of the target memory cell includes applying a prepare voltage (Vprepare) on an unselected top select gate (Unsel_TSG) of an unselected memory string, applying a first off voltage (Voff) on a selected word line (Sel_WL) associated with the target memory cell, and applying a pass voltage (Vpass) on an unselected word line (Unsel_WL).