The inventors have developed a clinical decision support system (“CDSS”) and associated devices to diagnose chronic diseases in patients using a large number of biomarkers. The inventors have utilized a process for identifying thousands of biomarkers that could be relevant to potential diseases. Once these biomarkers are identified, the ones that have the most affinity for relevant biomarkers are retained. Then, a clinical decision support system can utilize the thousands of biomarkers, and apply a DNN based machine learning algorithm to diagnose chronic diseases.
CLINICAL DECISION SUPPORT SYSTEM UTILIZING DEEP NEURAL NETWORKS FOR DIAGNOSIS OF CHRONIC DISEASES