2022

• Vonstad, Elise Klæbo; Bach, Kerstin; Vereijken, Beatrix; Su, Xiaomeng; Nilsen, Jan Harald. (2022) Performance of machine learning models in estimation of ground reaction forces during balance exergaming. Journal of NeuroEngineering and Rehabilitation
  Academic article
• Vonstad, Elise Klæbo; Nilsen, Jan Harald. (2022) Improving Exergame Technologies for Older Adults Using Machine Learning. Norwegian University of Science and Technology
  Doctoral dissertation

2021

• Moan, Merete Endresen; Vonstad, Elise Klæbo; Su, Xiaomeng; Vereijken, Beatrix; Solbjør, Marit; Skjæret-Maroni, Nina. (2021) Experiences of Stroke Survivors and Clinicians With a Fully Immersive Virtual Reality Treadmill Exergame for Stroke Rehabilitation: A Qualitative Pilot Study. Frontiers in Aging Neuroscience
  Academic article
• Vonstad, Elise Klæbo; Vereijken, Beatrix; Bach, Kerstin; Su, Xiaomeng; Nilsen, Jan Harald. (2021) Assessment of Machine Learning Models for Classification of Movement Patterns During a Weight-Shifting Exergame. IEEE Transactions on Human-Machine Systems
  Academic article

2020

• Vonstad, Elise Klæbo; Su, Xiaomeng; Vereijken, Beatrix; Bach, Kerstin; Nilsen, Jan Harald. (2020) Comparison of a Deep Learning-Based Pose Estimation System to Marker-Based and Kinect Systems in Exergaming for Balance Training. Sensors
  Academic article

2018

• Vonstad, Elise Klæbo; Vereijken, Beatrix; Nilsen, Jan Harald; Bach, Kerstin. (2018) P 119 - Machine learning as a tool to ensure movement quality in balance training exergames. Gait & Posture
  Short communication
• Vonstad, Elise Klæbo; Su, Xiaomeng; Vereijken, Beatrix; Nilsen, Jan Harald; Bach, Kerstin. (2018) Classification of movement quality in a weight-shifting exercise. CEUR Workshop Proceedings
  Academic article

2016

• Skjæret-Maroni, Nina; Vonstad, Elise Klæbo; Ihlen, Espen Alexander F.; Tan, Xiang chun; Helbostad, Jorunn L.; Vereijken, Beatrix. (2016) Exergaming in older adults: Movement characteristics while playing stepping games. Frontiers in Psychology
  Academic article