The present invention provides a method for detecting and grading benign and malignant tumors using at least one sensor of conductive nanoparticles capped with an organic coating in conjunction with a learning and pattern recognition algorithm. The method utilizes a plurality of response induced parameters to obtain improved sensitivity and selectivity for diagnosis, prognosis, monitoring and staging various types of cancers, or for identifying or grading benign or malignant tumors.