2022
Feasibility Analysis of Phenotype Quantification from Unstructured Clinical Interactions
Barron D, Heisig S, Agurto C, Norel R, Quagan B, Powers A, Birnbaum M, Constable T, Cecchi G, Krystal J. Feasibility Analysis of Phenotype Quantification from Unstructured Clinical Interactions. Computational Psychiatry 2022, 6: 1. PMID: 38774775, PMCID: PMC11104416, DOI: 10.5334/cpsy.78.Peer-Reviewed Original Research
2021
Preliminary Evaluation of Phenotypic Features from Clinical Interactions
Barron D, Heisig S, Agurto C, Norel R, Quagan B, Powers A, Baker J, Constable T, Cecchi G, Krystal J. Preliminary Evaluation of Phenotypic Features from Clinical Interactions. Journal Of Pain 2021, 22: 594. DOI: 10.1016/j.jpain.2021.03.068.Peer-Reviewed Original ResearchCommon software toolsChannel audioSoftware toolsFeature dataGaze featuresLack of granularityFeature spaceAction unitsSpeech featuresTraining biasesDigital featuresCross-validation approachMovement featuresClinical progress notesFacial featuresLinguistic featuresPreliminary evaluationAudioPhenotypic informationPatient trajectoriesFeaturesGranularityCameraAlgorithmProgress notes