2023
Deep Action Recognition for Cognitive Assessment
Elmi S, Bell M. Deep Action Recognition for Cognitive Assessment. 2023, 329-334. DOI: 10.1145/3594806.3594813.Peer-Reviewed Original ResearchExecutive functioningCognitive AssessmentAction recognitionHuman action recognitionAction informationAccuracy scoresSkeleton-based action recognitionRhythm scoresFunctioningHuman body jointsHuman poseRecognitionMental diseasesADHDScoresSchizophreniaBody jointsDifferent datasetsReal-world applicationsAttentionAssessmentPsychiatrists
2022
Deep-Cogn: Skeleton-based Human Action Recognition for Cognitive Behavior Assessment
Elmi S, Bell M, Tan K. Deep-Cogn: Skeleton-based Human Action Recognition for Cognitive Behavior Assessment. 2022, 00: 692-699. DOI: 10.1109/ictai56018.2022.00107.Peer-Reviewed Original ResearchExecutive functioningHuman action recognitionAction recognitionCognitive AssessmentAction informationAccuracy scoresSkeleton-based action recognitionRhythm scoresFunctioningBehavior assessmentHuman body jointsRecognitionHuman poseMental diseasesADHDScoresSchizophreniaBody jointsDifferent datasetsReal-world applicationsAttentionAssessmentPsychiatristsWorld applications
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 fashionWorkersAutomationAttentionResearchRobot