CANFIS-based approach for detection of erythemato-squamous diseases using 34-feature patient records and six disease indications. Combines neural network adaptation, fuzzy logic, and genetic algorithm. Evaluated for training performance and classification accuracy; shows strong potential for detecting similar-looking disease cases. ©2009 IEEE. © 2009 Elsevier B.V., All rights reserved.