2023
The Automated Test of Embodied Cognition: Concept, Development, and Preliminary Findings
Bell M, Hauser A, Weinstein A. The Automated Test of Embodied Cognition: Concept, Development, and Preliminary Findings. Brain Sciences 2023, 13: 856. PMID: 37371336, PMCID: PMC10296682, DOI: 10.3390/brainsci13060856.Peer-Reviewed Original ResearchEmbodied cognitionATEC scoresCognitive AssessmentSmall practice effectsExcellent internal consistencySubstance use disordersPractice effectsTest-retest reliabilityCognitionConcurrent measuresContemporary neuroscienceOlder adultsPhysical tasksInternal consistencyMotion capture technologyPsychometric analysisUse disordersAutomated testsPreliminary findingsCommunity controlsAge-matched community controlsConvenience sampleNeuroscienceATECTask
2019
Cognitive assessment in children through motion capture and computer vision
Sayed S, Tsiakas K, Bell M, Athitsos V, Makedon F. Cognitive assessment in children through motion capture and computer vision. 2019, 1-6. DOI: 10.1145/3361684.3361692.Peer-Reviewed Original ResearchCognitive Assessment SystemCognitive tasksEmbodied cognitionCognitive AssessmentBody tasksUpper body movementsHuman activity recognition methodVideo samplesRecognition systemChildrenTaskType of activityActivity recognition methodMotion captureAssessment systemCognitionComputer visionRecognition methodExecutivesVisionAn automated assessment system for embodied cognition in children
Dillhoff A, Tsiakas K, Babu A, Zakizadehghariehali M, Buchanan B, Bell M, Athitsos V, Makedon F. An automated assessment system for embodied cognition in children. 2019, 1-6. DOI: 10.1145/3361684.3361693.Peer-Reviewed Original ResearchAutomated assessment systemResponse inhibitionEmbodied cognitionComputer vision methodsCognitive skillsVision methodsKinect cameraMachine learningAssessment tasksTaskAssessment systemCognitionMotion dataPreliminary data analysisChildrenBall dropData collectionData analysisMemoryPhysical activitySkillsCameraAnnotationLearningSystem