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  1. Employees

Språkvelger

Norsk

Elise Klæbo Vonstad

Elise Klæbo Vonstad

Associate Professor
Department of Computer Science
Faculty of Information Technology and Electrical Engineering

elise.k.vonstad@ntnu.no
+4741688134 IT-bygget, sydfløy, 206, Gløshaugen
Publications Teaching Media

Publications

  • Chronological
  • By category
  • See all publications in Cristin

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. volum 19 (18).
    Academic article
  • Vonstad, Elise Klæbo; Nilsen, Jan Harald. (2022) Improving Exergame Technologies for Older Adults Using Machine Learning. 2022.
    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. volum 13.
    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. volum 51 (3).
    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. volum 20 (23).
    Academic article

2018

  • 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. volum 2148.
    Academic article
  • 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. volum 65.
    Short communication

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. volum 7:964.
    Academic article

Journal publications

  • 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. volum 19 (18).
    Academic article
  • 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. volum 13.
    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. volum 51 (3).
    Academic article
  • 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. volum 20 (23).
    Academic article
  • 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. volum 2148.
    Academic article
  • 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. volum 65.
    Short communication
  • 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. volum 7:964.
    Academic article

Report

  • Vonstad, Elise Klæbo; Nilsen, Jan Harald. (2022) Improving Exergame Technologies for Older Adults Using Machine Learning. 2022.
    Doctoral dissertation

Teaching

Courses

  • IT6203 - Introductory Programming for Teachers
  • IT6204 - Applied Programming for Teachers
  • IT6102 - Programming for Health Personell

Media

2018

  • Poster
    Vonstad, Elise Klæbo; Sandstrak, Grethe; Ljosland, Mildrid; Nilsen, Jan Harald; Lervik, Else; Holt, Tomas. (2018) Virtuell trening av gangfunksjon på tredemølle etter hjerneslag: en prototype. REHAB 2018 . Faglig Forum; Trondheim. 2018-01-22 - 2018-01-24.

2017

  • Poster
    Vonstad, Elise Klæbo; Lervik, Else; Holt, Tomas; Ljosland, Mildrid; Sandstrak, Grethe; Vereijken, Beatrix; Nilsen, Jan Harald. (2017) An open database of synchronized, high precision 3D motion capture data for human gait analysis research and development. ESMAC 2017 . European Society for Movement Analysis in Adults and Childre; Trondheim. 2017-09-05 - 2017-09-09.

2016

  • Academic lecture
    Vonstad, Elise Klæbo; RENNIE, LINDA; Opheim, Arve Isak. (2016) Factors Influencing Physiotherapist’s Intention to Use a Novel Physical Exercise Communication System in NeuroRehabilitation. Neurotechnix - 4th International Congress on Neurotechnology, Electronics and Informatics ; Porto. 2016-11-07 - 2016-11-09.

2015

  • Poster
    Vonstad, Elise Klæbo; Olsen, Marit Nygård; RENNIE, LINDA; Gjesdal, Beate Eltarvåg; Opheim, Arve Isak. (2015) Agreement in Measures of Gait Between a 3-Sensor Inertial Measurement System and a 3D Motion Analysis System. International Society of Posture and Gait Research . International Society of Posture and Gait Research; Sevilla. 2015-06-28 - 2015-07-02.
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