Zobrazeno 1 - 10
of 248
pro vyhledávání: '"Cumin, P."'
Human Activity Recognition (HAR) is one of the central problems in fields such as healthcare, elderly care, and security at home. However, traditional HAR approaches face challenges including data scarcity, difficulties in model generalization, and t
Externí odkaz:
http://arxiv.org/abs/2407.09529
This paper presents two models to address the problem of multi-person activity recognition using ambient sensors in a home. The first model, Seq2Res, uses a sequence generation approach to separate sensor events from different residents. The second m
Externí odkaz:
http://arxiv.org/abs/2404.07245
Publikováno v:
Affective Computing and Intelligent Interaction (ACII), Sep 2023, Cambridge (MA), United States
Decades of research indicate that emotion recognition is more effective when drawing information from multiple modalities. But what if some modalities are sometimes missing? To address this problem, we propose a novel Transformer-based architecture f
Externí odkaz:
http://arxiv.org/abs/2311.10119
Publikováno v:
ACII 2022 - 10th International Conference on Affective Computing and Intelligent Interaction, Oct 2022, Nara, Japan
In this paper, we address the problem of multimodal emotion recognition from multiple physiological signals. We demonstrate that a Transformer-based approach is suitable for this task. In addition, we present how such models may be pretrained in a mu
Externí odkaz:
http://arxiv.org/abs/2212.13885
Publikováno v:
26th International Conference on Pattern Recognition (ICPR 2022), Aug 2022, Montreal, Canada
In order to exploit representations of time-series signals, such as physiological signals, it is essential that these representations capture relevant information from the whole signal. In this work, we propose to use a Transformer-based model to pro
Externí odkaz:
http://arxiv.org/abs/2204.05103
Akademický článek
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Publikováno v:
BMJ Open, Vol 13, Iss 7 (2023)
Objectives To measure differences at various deciles in days alive and out of hospital to 90 days (DAOH90) and explore its utility for identifying outliers of performance among district health boards (DHBs).Methods Days in hospital and mortality with
Externí odkaz:
https://doaj.org/article/6dd7d2ce60ff4dc7b66852aa7fbf4366
Publikováno v:
Metalurgija, Vol 62, Iss 3-4, Pp 391-393 (2023)
This paper presents statistical analysis of data obtained by uniaxial tensile testing of AISI 321 stainless steel. This data is required as material input in numerical software, such as Abaqus, Ansys, MSC Marc, Nastran, etc. This data can be provided
Externí odkaz:
https://doaj.org/article/aed4f0f701ac4e33874d22a0c2d8b772
Autor:
Francesca Basso-Valentina, Alessandro Donada, Vladimir T Manchev, Manuel Lisetto, Nathalie Balayn, Jean Edouard Martin, Delphine Muller, Cecilia Paola Marin Oyarzun, Hélène Duparc, Brahim Arkoun, Alessandro Cumin, Lionel Faivre, Nathalie Droin, Ida Biunno, Alessandro Pecci, Alessandra Balduini, Najet Debili, Iléana Antony-Debré, Caroline Marty, William Vainchenker, Isabelle Plo, Remi Favier, Hana Raslova
Publikováno v:
Haematologica, Vol 108, Iss 8 (2023)
Sustained ANKRD26 expression associated with germline ANKRD26 mutations causes thrombocytopenia 2 (THC2), an inherited platelet disorder associated with a predisposition to leukemia. Some patients also present with erythrocytosis and/or leukocytosis.
Externí odkaz:
https://doaj.org/article/ea73fe6f815643c19db0d298819699a2
Autor:
Linda Kwakkenbos, Nora Østbø, Marie-Eve Carrier, Warren R. Nielson, Claire Fedoruk, Brooke Levis, Richard S. Henry, Janet Pope, Tracy Frech, Shadi Gholizadeh, Sindhu R. Johnson, Pamela Piotrowski, Lisa R. Jewett, Jessica Gordon, Lorinda Chung, Dan Bilsker, Lydia Tao, Kimberly A. Turner, Julie Cumin, Joep Welling, Catherine Fortuné, Catarina Leite, Karen Gottesman, Maureen Sauvé, Tatiana Sofia Rodriguez Reyna, Marie Hudson, Maggie Larche, Ward van Breda, Maria E. Suarez-Almazor, Susan J. Bartlett, Vanessa L. Malcarne, Maureen D. Mayes, Isabelle Boutron, Luc Mouthon, Andrea Benedetti, Brett D. Thombs, on behalf of the SPIN Investigators
Publikováno v:
Pilot and Feasibility Studies, Vol 8, Iss 1, Pp 1-15 (2022)
Abstract Background The Scleroderma Patient-centered Intervention Network (SPIN) developed an online self-management program (SPIN-SELF) designed to improve disease-management self-efficacy in people with systemic sclerosis (SSc, or scleroderma). The
Externí odkaz:
https://doaj.org/article/b34149341f2740519aca1039e7c0187a