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pro vyhledávání: '"Varatharajah A"'
Tensor Decomposition of Large-scale Clinical EEGs Reveals Interpretable Patterns of Brain Physiology
Autor:
Gupta, Teja, Wagh, Neeraj, Rawal, Samarth, Berry, Brent, Worrell, Gregory, Varatharajah, Yogatheesan
Identifying abnormal patterns in electroencephalography (EEG) remains the cornerstone of diagnosing several neurological diseases. The current clinical EEG review process relies heavily on expert visual review, which is unscalable and error-prone. In
Externí odkaz:
http://arxiv.org/abs/2211.13793
The recent availability of large datasets in bio-medicine has inspired the development of representation learning methods for multiple healthcare applications. Despite advances in predictive performance, the clinical utility of such methods is limite
Externí odkaz:
http://arxiv.org/abs/2209.11233
Autor:
James L. Evans, Matthew T. Bramlet, Connor Davey, Eliot Bethke, Aaron T. Anderson, Graham Huesmann, Yogatheesan Varatharajah, Andres Maldonado, Jennifer R. Amos, Bradley P. Sutton
Publikováno v:
Frontiers in Neuroinformatics, Vol 18 (2024)
Epilepsy is a prevalent and serious neurological condition which impacts millions of people worldwide. Stereoelectroencephalography (sEEG) is used in cases of drug resistant epilepsy to aid in surgical resection planning due to its high spatial resol
Externí odkaz:
https://doaj.org/article/b3dcb01bb4134f47ac4459a64fabdf41
Machine learning (ML)-based analysis of electroencephalograms (EEGs) is playing an important role in advancing neurological care. However, the difficulties in automatically extracting useful metadata from clinical records hinder the development of la
Externí odkaz:
http://arxiv.org/abs/2109.05694
This paper presents a novel graph convolutional neural network (GCNN)-based approach for improving the diagnosis of neurological diseases using scalp-electroencephalograms (EEGs). Although EEG is one of the main tests used for neurological-disease di
Externí odkaz:
http://arxiv.org/abs/2011.12107
Autor:
Pierre Kubicek, Axel Le Cesne, Cyril Lervat, Maud Toulmonde, Christine Chevreau, Florence Duffaud, Louis-Romée Le Nail, Magali Morelle, Nathalie Gaspar, Cécile Vérité, Marie-Pierre Castex, Nicolas Penel, Esma Saada, Sylvain Causeret, François Bertucci, Christophe Perrin, Emmanuelle Bompas, Daniel Orbach, Valérie Laurence, Sophie Piperno-Neumann, Philippe Anract, Maria Rios, Jean-Claude Gentet, Éric Mascard, Stéphanie Pannier, Pascale Blouin, Sébastien Carrère, Loïc Chaigneau, Pauline Soibinet-Oudot, Nadège Corradini, Pascaline Boudou-Rouquette, Jean-Christophe Ruzic, Valérie Lebrun-Ly, Pascale Dubray-Longeras, Sharmini Varatharajah, Céleste Lebbe, Mickaël Ropars, Jean-Emmanuel Kurtz, Cécile Guillemet, Jean-Pierre Lotz, Juliane Berchoud, Grégory Cherrier, Françoise Ducimetière, Claire Chemin, Antoine Italiano, Charles Honoré, Emmanuel Desandes, Jean-Yves Blay, François Gouin, Perrine Marec-Bérard
Publikováno v:
BMC Cancer, Vol 23, Iss 1, Pp 1-11 (2023)
Abstract Background The initial management of patients with sarcoma is a critical issue. We used the nationwide French National Cancer Institute-funded prospective sarcoma database NETSARC to report the management and oncologic outcomes in adolescent
Externí odkaz:
https://doaj.org/article/818492c9520b4b0e97c3002982a8e77a
Autor:
Jeevasuthan, Subramaniam, author, Jeyaruban, Varatharajah, author
Publikováno v:
Social Aspects of Aging in Indigenous Communities, 2023.
Externí odkaz:
https://doi.org/10.1093/oso/9780197677216.003.0013
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Akademický článek
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Autor:
Varatharajah, Yogatheesan, Berry, Brent, Cimbalnik, Jan, Kremen, Vaclav, Van Gompel, Jamie, Stead, Matt, Brinkmann, Benjamin, Iyer, Ravishankar, Worrell, Gregory
An ability to map seizure-generating brain tissue, i.e., the seizure onset zone (SOZ), without recording actual seizures could reduce the duration of invasive EEG monitoring for patients with drug-resistant epilepsy. A widely-adopted practice in the
Externí odkaz:
http://arxiv.org/abs/1812.06234