Accurate classification of depression through optimized machine learning models on high-dimensional noisy data
X. M. Fang, Julia Klawohn, Alexander De Sabatino, Harsh Kundnani, Jonathan Ryan, Weikuan Yu, Greg Hajcak
Topics & Concepts
Computer sciencePreprocessorArtificial intelligenceMachine learningData pre-processingGeneralizationSample (material)Pattern recognition (psychology)Raw dataMajor depressive disorderSample size determinationData miningCognitionStatisticsPsychologyMathematicsChemistryMathematical analysisNeuroscienceProgramming languageChromatographyFunctional Brain Connectivity StudiesMental Health Research TopicsTreatment of Major Depression