Publications

• Closed-loop Neuromotor Training System Pairing Transcutaneous Vagus Nerve Stimulation with Video-based Real-time Movement Classification.
  
  06/12/2025 Authors: Shinohara M; Mohan A; Green N; Posen JN; Trajkova M; Yeo W-H; Kwon H
• Quantifying Mild Cognitive Impairments in Older Adults Using Multi-modal Wearable Sensor Data in a Kitchen Environment.
  
  05/25/2025 Authors: Koo B; Bilau I; Rodriguez AD; Yang E; Kwon H
• Visual Accessibility through Open Shelving: Impacts on Cognitive Load, Motivation, Physical Activity, and User Perception in Older Adults with Mild Cognitive Impairment.
  
  05/25/2025 Authors: Bilau I; Koo B; Fu E; Chau W; Kwon H; Yang E
• From motion to emotion: exploring challenging behaviors in autism spectrum disorder through analysis of wearable physiology and movement.
  Physiol Meas Volume: 13
  01/29/2025 Authors: Rad AB; Villavicencio T; Kiarashi Y; Anderson C; Foster J; Kwon H; Hamlin T; Lantz J; Clifford GD
• Feasibility of assessing cognitive impairment via distributed camera network and privacy-preserving edge computing.
  Alzheimers Dement (Amst) Volume: 17 Page(s): e70085
  01/01/2025 Authors: Hegde C; Kiarashi Y; Levey AI; Rodriguez AD; Kwon H; Clifford GD
• Development of a Tremor Detection Algorithm for Use in an Academic Movement Disorders Center.
  Sensors (Basel) Volume: 24
  07/31/2024 Authors: Saad M; Hefner S; Donovan S; Bernhard D; Tripathi R; Factor SA; Powell JM; Kwon H; Sameni R; Esper CD
• Evaluating and mitigating unfairness in multimodal remote mental health assessments.
  PLOS Digit Health Volume: 3 Page(s): e0000413
  07/01/2024 Authors: Jiang Z; Seyedi S; Griner E; Abbasi A; Rad AB; Kwon H; Cotes RO; Clifford GD
• Multimodal Mental Health Digital Biomarker Analysis From Remote Interviews Using Facial, Vocal, Linguistic, and Cardiovascular Patterns.
  IEEE J Biomed Health Inform Volume: 28 Page(s): 1680 - 1691
  03/01/2024 Authors: Jiang Z; Seyedi S; Griner E; Abbasi A; Rad AB; Kwon H; Cotes RO; Clifford GD
• Indoor Group Identification and Localization Using Privacy-Preserving Edge Computing Distributed Camera Network.
  IEEE J Indoor Seamless Position Navig Volume: 2 Page(s): 51 - 60
  01/01/2024 Authors: Hegde C; Kiarashi Y; Rodriguez AD; Levey AI; Doiron M; Kwon H; Clifford GD
• Graph Trilateration for Indoor Localization in Sparsely Distributed Edge Computing Devices in Complex Environments Using Bluetooth Technology.
  Sensors (Basel) Volume: 23
  11/30/2023 Authors: Kiarashi Y; Saghafi S; Das B; Hegde C; Madala VSK; Nakum A; Singh R; Tweedy R; Doiron M; Rodriguez AD
• Classifying Tremor Dominant and Postural Instability and Gait Difficulty Subtypes of Parkinson's Disease from Full-Body Kinematics.
  Sensors (Basel) Volume: 23
  10/09/2023 Authors: Gong NJ; Clifford GD; Esper CD; Factor SA; McKay JL; Kwon H
• Multimodal mental health assessment with remote interviews using facial, vocal, linguistic, and cardiovascular patterns.
  medRxiv
  09/12/2023 Authors: Jiang Z; Seyedi S; Griner E; Abbasi A; Bahrami Rad A; Kwon H; Cotes RO; Clifford GD
• An Explainable Spatial-Temporal Graphical Convolutional Network to Score Freezing of Gait in Parkinsonian Patients.
  Sensors (Basel) Volume: 23
  02/04/2023 Authors: Kwon H; Clifford GD; Genias I; Bernhard D; Esper CD; Factor SA; McKay JL
• An explainable spatial-temporal graphical convolutional network to score freezing of gait in parkinsonian patients.
  medRxiv
  01/18/2023 Authors: Kwon H; Clifford GD; Genias I; Bernhard D; Esper CD; Factor SA; McKay JL
• Complex Deep Neural Networks from Large Scale Virtual IMU Data for Effective Human Activity Recognition Using Wearables.
  Sensors (Basel) Volume: 21
  12/13/2021 Authors: Kwon H; Abowd GD; Pltz T