I think that's true to the extent that we can change, or try to change, our responses to such thoughts in terms of different courses of action regarding them. In that sense you could say there is a level of control over them. But in terms of making these thoughts 'go away' all together, well, that could take time. Time working on oneself in a process of self transformation. People also call it a process of healing.