Improving the diagnostic accuracy for major depressive disorder using machine learning algorithms integrating clinical and near-infrared spectroscopy data
Cyrus S. H. Ho, Yee Ling Chan, Trevor Wei Kiat Tan, Gabrielle W. N. Tay, Tong Boon Tang
Topics & Concepts
Major depressive disorderReceiver operating characteristicMachine learningArtificial intelligenceAlgorithmDiscriminative modelDiagnostic accuracyPsychologyClinical psychologyMedicineComputer scienceInternal medicineMoodOptical Imaging and Spectroscopy TechniquesDigital Mental Health InterventionsTreatment of Major Depression