
If you look at a typical proposal for the management and data analysis of image data in clinical trials, there is always a budget item related to site queries. Queries can be generated for a variety of reasons, ranging from missing data (e.g., a missing timepoint) to incongruences within a single submission (e.g., different documents showing multiple different weights or ages for the same subject). When queries are generated, the progress of data analysis is slowed down. If the query is not resolved promptly, the progress of the trial might cause that data point to be ignored, or the subject might be lost.
Although the trial impact of a single data point may not be major, the aggregate of these situations can cloud the overall picture. Think of it like a loom, where you are trying to weave a certain design. Having a single thread break during the process might not affect the final product. However, losing many, may cause the pattern to be dull and harder to recognize.