Speaker-Independent Dysarthria Severity Classification using Self-Supervised Transformers and Multi-Task Learning

Autor: Stumpf, Lauren, Kadirvelu, Balasundaram, Waibel, Sigourney, Faisal, A. Aldo

Dysarthria, a condition resulting from impaired control of the speech muscles due to neurological disorders, significantly impacts the communication and quality of life of patients. The condition's complexity, human scoring and varied presentations m

Externí odkaz: http://arxiv.org/abs/2403.00854

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Inferring structural connectivity using Ising couplings in models of neuronal networks

Autor: Kadirvelu, Balasundaram, Hayashi, Yoshikatsu, Nasuto, Slawomir J.

Publikováno v: Scientific Reports, Vol 7, Iss 1, Pp 1-12 (2017)
Scientific Reports

Functional connectivity metrics have been widely used to infer the underlying structural connectivity in neuronal networks. Maximum entropy based Ising models have been suggested to discount the effect of indirect interactions and give good results i

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=pmid_dedup__::a0cec4eb6e3dd8b2bda4e04b062da04b
https://doaj.org/article/b195e15f002a4a339ee62c6324e0909c

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Mindcraft, a Mobile Mental Health Monitoring Platform for Children and Young People: Development and Acceptability Pilot Study.

Autor: Kadirvelu B; Brain & Behaviour Lab, Department of Computing and Department of Bioengineering, Imperial College London, London, United Kingdom., Bellido Bel T; Division of Psychiatry, Department of Brain Sciences, Imperial College London, London, United Kingdom., Wu X; Brain & Behaviour Lab, Department of Computing and Department of Bioengineering, Imperial College London, London, United Kingdom., Burmester V; Division of Psychiatry, Department of Brain Sciences, Imperial College London, London, United Kingdom., Ananth S; Division of Psychiatry, Department of Brain Sciences, Imperial College London, London, United Kingdom., Cabral C C Branco B; Brain & Behaviour Lab, Department of Computing and Department of Bioengineering, Imperial College London, London, United Kingdom., Girela-Serrano B; Division of Psychiatry, Department of Brain Sciences, Imperial College London, London, United Kingdom., Gledhill J; Division of Psychiatry, Department of Brain Sciences, Imperial College London, London, United Kingdom., Di Simplicio M; Division of Psychiatry, Department of Brain Sciences, Imperial College London, London, United Kingdom., Nicholls D; Division of Psychiatry, Department of Brain Sciences, Imperial College London, London, United Kingdom., Faisal AA; Brain & Behaviour Lab, Department of Computing and Department of Bioengineering, Imperial College London, London, United Kingdom.; Chair in Digital Health, Faculty of Life Sciences, University of Bayreuth, Bayreuth, Germany.

Publikováno v: JMIR formative research [JMIR Form Res] 2023 Jun 26; Vol. 7, pp. e44877. Date of Electronic Publication: 2023 Jun 26.