Automatic generation of user interfaces from annotation templates is provided. In various embodiments, a medical imaging study is retrieved from a data store. At least one characteristic of the medical imaging study is determined. Based on the at least one characteristic, an annotation configuration is selected. Based on the annotation configuration, an annotation user interface is generated for annotation of the medical imaging study. The annotation user interface and the medical imaging study is displayed to a user.