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
2020
4.1 AN AUTOMATED DIGITAL ASSESSMENT OF EXECUTIVE FUNCTIONING USING COGNITIVELY DEMANDING PHYSICAL TASKS: RELIABILITY, CONCURRENT VALIDITY, AND DISCRIMINANT VALIDITY IN A COMMUNITY SAMPLE
Bell M, Fleury C, Muppala B, Weinstein A, Abujelala M. 4.1 AN AUTOMATED DIGITAL ASSESSMENT OF EXECUTIVE FUNCTIONING USING COGNITIVELY DEMANDING PHYSICAL TASKS: RELIABILITY, CONCURRENT VALIDITY, AND DISCRIMINANT VALIDITY IN A COMMUNITY SAMPLE. Journal Of The American Academy Of Child & Adolescent Psychiatry 2020, 59: s147. DOI: 10.1016/j.jaac.2020.08.055.Peer-Reviewed Original Research
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 activitySkillsCameraAnnotationLearningSystemTowards an automated assessment for embodied cognition in children
Buchanan B, Tsiakas K, Bell M. Towards an automated assessment for embodied cognition in children. 2019, 331-332. DOI: 10.1145/3316782.3322744.Peer-Reviewed Original Research
2018
v-CAT
Papakostas M, Tsiakas K, Abujelala M, Bell M, Makedon F. v-CAT. 2018, 570-574. DOI: 10.1145/3197768.3201545.Peer-Reviewed Original ResearchSpecific neurocognitive functionsCognitive flexibilityCognitive overloadTask environmentNeurocognitive functionVocational trainingRecent researchBehavioral patternsType of jobTraining systemTrainingHeavy-duty tasksPhysiological dataMultisensoryMemoryJobsPerformance metricsTaskHundreds of millionsIterative fashionWorkersAutomationAttentionResearchRobotRisk Taking and Self-Regulation in Children
Jin G, Imal A, Wexler B, Bell M. Risk Taking and Self-Regulation in Children. 2018, 114-115. DOI: 10.1145/3197768.3203169.Peer-Reviewed Original ResearchBalloon Analogue Risk TaskExecutive functionReal-world risky behaviorsBetter executive functionRisk-taking propensityCognitive developmentRisk TaskSelf-RegulationCognitive skillsetsRisk toleranceRisky behaviorsRisk takingSubstance abuseFrontal lobeDangerous behaviorGrades KUnsafe sex practicesChildrenCriminal activityTotal pointsTaskYouthAbuseTakingBehavior
2017
An Interactive Multisensing Framework for Personalized Human Robot Collaboration and Assistive Training Using Reinforcement Learning
Tsiakas K, Papakostas M, Theofanidis M, Bell M, Mihalcea R, Wang S, Burzo M, Makedon F. An Interactive Multisensing Framework for Personalized Human Robot Collaboration and Assistive Training Using Reinforcement Learning. 2017, 423-427. DOI: 10.1145/3056540.3076191.Peer-Reviewed Original ResearchHuman-robot collaborationCyber-physical systemsHuman-robot collaboration tasksSafe human-robot collaborationHuman behavior monitoringRobot collaborationRobot adaptationCollaboration tasksPersonalized interactionCPS frameworkReinforcement learningExperimental testbedAssistive trainingBehavior monitoringCPS approachHuman trainingPhysiological sensingState monitoringCollaborationFrameworkTestbedArchitectureRecent trendsTrainingTask