Building An Intelligent Wearable Movement Tracking Device to address Psychological Barriers to Mobility in Chronic Musculoskeletal Pain

Autor: Temitayo A. Olugbade, Amanda C de C. WIlliams

Publikováno v: Frontiers in Public Health, Vol 4 (2015)

BACKGROUND Movement is an important aspect of life: it enables social interactions, household activities, employment, and physical fitness. In chronic musculoskeletal pain (CMP)–a prevalent medical condition where pain persists in the absence of ti

Externí odkaz: https://doaj.org/article/5c97fa56fc7048229fbd25cc6a17d3e7

Chronic Pain Protective Behavior Detection with Deep Learning

Autor: Chongyang Wang, Nadia Bianchi-Berthouze, Amanda C. de C. Williams, Nicholas D. Lane, Akhil Mathur, Temitayo A. Olugbade

Publikováno v: ACM Transactions on Computing for Healthcare

In chronic pain rehabilitation, physiotherapists adapt physical activity to patients' performance based on their expression of protective behavior, gradually exposing them to feared but harmless and essential everyday activities. As rehabilitation mo

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c9bd11e5251ec6756a5dbda641ee9158
https://doi.org/10.1145/3449068

Toward Intelligent Car Comfort Sensing: New Dataset and Analysis of Annotated Physiological Metrics

Autor: Zak Morgan, Temitayo A. Olugbade, Youngjun Cho, Mohamed Abd El Ghani, Nadia Bianchi-Berthouze

Publikováno v: ACII

Comfort is a subjective experience that people attend to in everyday life including in cars where they are constrained in movement. Could intelligent cars sense their comfort levels for the purpose of maximizing it? To address this, first, we present

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::1ac171c2ba4deac495fcdc9f22c186cc
https://doi.org/10.1109/acii52823.2021.9597393

Bridging the gap between emotion and joint action

Autor: Antonio Camurri, Stefan Janaqi, Marta Bienkiewicz, Andrii P. Smykovskyi, Temitayo A. Olugbade, Benoît G. Bardy, Mårten Björkman, Nadia Bianchi-Berthouze

Publikováno v: Neuroscience & Biobehavioral Reviews
Neuroscience & Biobehavioral Reviews, Oxford: Elsevier Ltd., 2021, 131, pp.806-833. ⟨10.1016/j.neubiorev.2021.08.014⟩

Our daily human life is filled with a myriad of joint action moments, be it children playing, adults working together (i.e., team sports), or strangers navigating through a crowd. Joint action brings individuals (and embodiment of their emotions) tog

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::431af37a8354f5cfe187d61bdc5663f0
https://pubmed.ncbi.nlm.nih.gov/34418437

Multimodal Data Fusion based on the Global Workspace Theory

Autor: Temitayo A. Olugbade, Cong Bao, Zafeirios Fountas, Nadia Bianchi-Berthouze

Publikováno v: ICMI
Proceedings of the 2020 International Conference on Multimodal Interaction

We propose a novel neural network architecture, named the Global Workspace Network (GWN), which addresses the challenge of dynamic and unspecified uncertainties in multimodal data fusion. Our GWN is a model of attention across modalities and evolving

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5e6cd7ddebe5f02e41875a04928a9941
http://arxiv.org/abs/2001.09485