An improved method of generating a fundus image screening report of a patient is described. The method includes displaying a fundus image to a reviewer. A prepopulated list of clinical findings relating to one or more areas in the fundus image is displayed to the reviewer. An input from the reviewer is received selecting one or more clinical findings from the prepopulated list. A report containing plausible clinical observations and recommendations is generated based on the selected clinical findings, and the generated report is displayed or stored for a further processing thereof.