Benchmarks for machine learning in depression discrimination using electroencephalography signals
Ayan Seal, Rishabh Bajpai, Mohan Karnati, Jagriti Agnihotri, Anis Yazidi, Enrique Herrera‐Viedma, Ondřej Krejcar
Topics & Concepts
Computer scienceSupport vector machineElectroencephalographyArtificial intelligenceRandom forestNaive Bayes classifierDecision treeMachine learningPatient Health QuestionnairePerceptronFeature selectionBenchmark (surveying)Multilayer perceptronPattern recognition (psychology)Feature (linguistics)Artificial neural networkPsychiatryMedicineCognitionDepressive symptomsPhilosophyGeographyGeodesyLinguisticsEEG and Brain-Computer InterfacesFunctional Brain Connectivity StudiesECG Monitoring and Analysis