It doesn't say it is just 6m rows. It is 6m patient, which only hints that one of the dimension tables is 6m. Facts gathered in patients might be significantly larger.
Also, my experience is saying, if you have hundreds of queries running simultaneously, it is not the volume of data that can be a bottleneck. Depending on the system it can be anything, starting from acquiring lock on a record or initiating a transaction.