The present invention provides a system and method for diagnosing, monitoring or prognosing Alzheimers disease using at least one sensor comprising carbon nanotubes coated with cyclodextrin or derivatives thereof and/or at least one sensor comprising metal nanoparticles coated with various organic coatings in conjunction with a learning and pattern recognition algorithm.