Datasets of eye fundus examinations (four photographs + contextual data) are mined.

Regions of various sizes are defined wrt retina landmarks in composite images.

More or less precise visual words are extracted from each region.

Diagnosis rules of adaptive spatial and lexical precision are extracted.

Various eye pathologies, and pathological retinas in general, are well detected.