Fighting Heisenberg; how do we improve precision without losing accuracy?

It is easy to say that we are approaching a new golden age in modern medicine. Just in the last few years, we have made great strides in many areas of biomedicine and medical technology. However, with all this new data we face the inevitable dilemma of changing our dogmas and current understanding of science. [...]