Earlier quoted context omitted.
I'm a postdoc at a medical school, and this hasn't been my experience. At least in our setup, clinical data tends to be channeled into a collaboration with a computational lab who are better stewards of data handling. Is there cherry picking and over selling the results? Sure. Outright dishonesty is something I have yet to see in my current institution (I did see a fair deal of fudging in my graduate institute, thoug…
Well, I think things are beginning to be better managed in some centers. If that's your case, then good for you. In my center, it's basically the wild west and data management is a catastrophe. But are you working the clinical wards? Because things are definitely much better managed in places such as epidemiology units. The true horrors mostly come from clinical researchers digging into excel spreadsheets without kno…
So for example, my lab's expertise was in single cell developmental models, primarily for organ development in mice. Extended that to tumors from clinical samples was relatively straightforward. One of my colleagues is working on an autism dataset, but I wouldn't expect that to be nowhere nearly as clean.