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Towards adaptive technology in routine mental health care
Lamo, Yngve, Mukhiya, Suresh K, Rabbi, Fazle, Aminifar, Amin, Lillehaug, Svein I, Tørresen, Jim, H Pham, Minh, Côtè-Allard, Ulysse, Noori, Farzan M, Guribye, Frode, Inal, Yavuz, Flobakk, Eivind, Wake, Jo D, Myklebost, Sunniva, Lundervold, Astri J, Hammar, Aasa, Nordby, Emilie, Kahlon, Smiti, Kenter, Robin, Sekse, Ragnhild JT, Griffin, Kristine F, Jakobsen, Petter, Ødegaard, Ketil Joachim, Skar, Yngvar S, Nordgreen, Tine
Published in Digital health (01.01.2022)
Published in Digital health (01.01.2022)
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Journal Article
Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning
Cote-Allard, Ulysse, Fall, Cheikh Latyr, Drouin, Alexandre, Campeau-Lecours, Alexandre, Gosselin, Clement, Glette, Kyrre, Laviolette, Francois, Gosselin, Benoit
Published in IEEE transactions on neural systems and rehabilitation engineering (01.04.2019)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.04.2019)
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Journal Article
Early warning signals observed in motor activity preceding mood state change in bipolar disorder
Jakobsen, Petter, Côté‐Allard, Ulysse, Riegler, Michael Alexander, Stabell, Lena Antonsen, Stautland, Andrea, Nordgreen, Tine, Torresen, Jim, Fasmer, Ole Bernt, Oedegaard, Ketil Joachim
Published in Bipolar disorders (01.08.2024)
Published in Bipolar disorders (01.08.2024)
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Journal Article
Screen Guided Training Does Not Capture Goal-Oriented Behaviors: Learning Myoelectric Control Mappings From Scratch Using Context Informed Incremental Learning
Campbell, Evan, Eddy, Ethan, Isabel, Xavier, Bateman, Scott, Gosselin, Benoit, Cote-Allard, Ulysse, Scheme, Erik
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2025)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.01.2025)
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Journal Article
Complexity and variability analyses of motor activity distinguish mood states in bipolar disorder
Jakobsen, Petter, Stautland, Andrea, Riegler, Michael Alexander, Côté-Allard, Ulysse, Sepasdar, Zahra, Nordgreen, Tine, Torresen, Jim, Fasmer, Ole Bernt, Oedegaard, Ketil Joachim
Published in PloS one (21.01.2022)
Published in PloS one (21.01.2022)
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Journal Article
Interpreting Deep Learning Features for Myoelectric Control: A Comparison With Handcrafted Features
Côté-Allard, Ulysse, Campbell, Evan, Phinyomark, Angkoon, Laviolette, François, Gosselin, Benoit, Scheme, Erik
Published in Frontiers in bioengineering and biotechnology (03.03.2020)
Published in Frontiers in bioengineering and biotechnology (03.03.2020)
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Journal Article
Latent space unsupervised semantic segmentation
Strommen, Knut J., Tørresen, Jim, Côté-Allard, Ulysse
Published in Frontiers in physiology (25.04.2023)
Published in Frontiers in physiology (25.04.2023)
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Journal Article
(Un)supervised (Co)adaptation via Incremental Learning for Myoelectric Control: Motivation, Review, and Future Directions
Campbell, Evan, Egle, Fabio, OsWald, Marius, Cote-Allard, Ulysse, Pilarski, Patrick M., Boccardo, Nicolo, Meattini, Roberto, Vujaklija, Ivan, Hargrove, Levi, Canepa, Michele, Eddy, Ethan, Vecchio, Alessandro Del, Castellini, Claudio, Scheme, Erik
Published in IEEE transactions on neural systems and rehabilitation engineering (2025)
Published in IEEE transactions on neural systems and rehabilitation engineering (2025)
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Journal Article
Challenges and possible solutions in cross-disciplinary and cross-sectorial research teams within the domain of e-mental health
Nordgreen, Tine, Rabbi, Fazle, Torresen, Jim, Skar, Yngvar Sigmund, Guribye, Frode, Inal, Yavuz, Flobakk, Eivind, Wake, Jo Dugstad, Mukhiya, Suresh Kumar, Aminifar, Amin, Myklebost, Sunniva, Lundervold, Astri J, Kenter, Robin, Hammar, Åsa, Nordby, Emilie, Kahlon, Smiti, Tveit Sekse, Ragnhild J, Griffin, Kristine Fonnes, Jakobsen, Petter, Pham, Minh H, Côté-Allard, Ulysse, Noori, Farzan Majeed, Lamo, Yngve
Published in Journal of enabling technologies (12.10.2021)
Published in Journal of enabling technologies (12.10.2021)
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Journal Article
Transfer learning for sEMG hand gestures recognition using convolutional neural networks
Cote-Allard, Ulysse, Fall, Cheikh Latyr, Campeau-Lecours, Alexandre, Gosselin, Clement, Laviolette, Francois, Gosselin, Benoit
Published in 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (01.10.2017)
Published in 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (01.10.2017)
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Conference Proceeding
Adherence Forecasting for Guided Internet-Delivered Cognitive Behavioral Therapy: A Minimally Data-Sensitive Approach
Cote-Allard, Ulysse, Pham, Minh H., Schultz, Alexandra K., Nordgreen, Tine, Torresen, Jim
Published in IEEE journal of biomedical and health informatics (01.06.2023)
Published in IEEE journal of biomedical and health informatics (01.06.2023)
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Journal Article
Discrete Gesture Recognition Using Multimodal PPG, IMU, and Single-Channel EMG Recorded at the Wrist
Eddy, Ethan, Campbell, Evan, Cote-Allard, Ulysse, Bateman, Scott, Scheme, Erik
Published in IEEE sensors letters (01.09.2024)
Published in IEEE sensors letters (01.09.2024)
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Journal Article
Reinforcement Learning-Based Switching Controller for a Milliscale Robot in a Constrained Environment
Tariverdi, Abbas, Cote-Allard, Ulysse, Mathiassen, Kim, Elle, Ole J., Kalvoy, Havard, Martinsen, Orjan G., Torresen, Jim
Published in IEEE transactions on automation science and engineering (01.04.2024)
Published in IEEE transactions on automation science and engineering (01.04.2024)
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Journal Article
A convolutional neural network for robotic arm guidance using sEMG based frequency-features
Cote Allard, Ulysse, Nougarou, Francois, Fall, Cheikh Latyr, Giguere, Philippe, Gosselin, Clement, Laviolette, Francois, Gosselin, Benoit
Published in Proceedings of the ... IEEE/RSJ International Conference on Intelligent Robots and Systems (01.10.2016)
Published in Proceedings of the ... IEEE/RSJ International Conference on Intelligent Robots and Systems (01.10.2016)
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Conference Proceeding
BioPoint: Enhancing Human-Computer Interaction through Single-Site, Multi-Sensor Gesture Recognition
Isabel, Xavier, Campbell, Evan, Olivier, Loic, Gagne, Gabriel, Scheme, Erik, Cote-Allard, Ulysse, Gagnon-Turcotte, Gabriel
Published in 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2024)
Published in 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.07.2024)
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Conference Proceeding
Estimation of Left Ventricular Mass FBom Clinical Parameters and Cardiac Motion Features by Leveraging Machine Learning
Sulkowska, Joanna, Melles, Aklilu Woldegabriel, Skranes, Julia Brox, Berge, Trygve, Tveit, Arnljot, Røsjø, Helge, Lyngbakken, Magnus Nakrem, Jensenius, Alexander Refsum, Paus, Michael, Wimalanathan, Thakshani, Omland, Torbjørn, Côté-Allard, Ulysse, Heck, Siri Lagethon
Published in Journal of cardiovascular magnetic resonance (2024)
Published in Journal of cardiovascular magnetic resonance (2024)
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Journal Article