Resumen:  Artificial Intelligence has developed a revolution in all scientific fields. Also, the  application of this new knowledges to perform new tasks like image classification even  diagnosis of different diseases. This work tests this new method for classifying x-ray images  diagnosed with 14 different lung diseases.