Text Mining of Adverse Events in Clinical Trials: Deep Learning Approach

Autor: Daphne Chopard, Matthias S Treder, Padraig Corcoran, Nagheen Ahmed, Claire Johnson, Monica Busse, Irena Spasic

Publikováno v: JMIR Medical Informatics, Vol 9, Iss 12, p e28632 (2021)

BackgroundPharmacovigilance and safety reporting, which involve processes for monitoring the use of medicines in clinical trials, play a critical role in the identification of previously unrecognized adverse events or changes in the patterns of adver

Externí odkaz: https://doaj.org/article/27d305a83b1847a9a13df66f19230984

Acronyms as an Integral Part of Multi-Word Term Recognition – A Token of Appreciation

Autor: Irena Spasic

Publikováno v: IEEE Access, Vol 6, Pp 8351-8363 (2018)

Term conflation is the process of linking together different variants of the same term. In automatic term recognition approaches, all term variants should be aggregated into a single normalized term representative, which is associated with a single d

Externí odkaz: https://doaj.org/article/652dbadd007f45aeabc9ac5d68d64774

All-Wales Licensed Premises Intervention (AWLPI): a randomised controlled trial of an intervention to reduce alcohol-related violence

Autor: Simon C Moore, Mohammed Fasihul Alam, David Cohen, Kerenza Hood, Chao Huang, Simon Murphy, Rebecca Playle, Laurence Moore, Jonathan Shepherd, Vaseekaran Sivarajasingam, Irena Spasic, Helen Stanton, Anne Williams

Publikováno v: Public Health Research, Vol 3, Iss 10 (2015)

Background: Violence in and around premises licensed for the on-site sale and consumption of alcohol continues to burden the NHS with assault-related injuries. Trial design: A randomised controlled trial with licensed premises as the unit of allocati

Externí odkaz: https://doaj.org/article/1ba653681ab648a79e7a02f82f309b37

Associations Between Dog Breed and Clinical Features of Mammary Epithelial Neoplasia in Bitches: an Epidemiological Study of Submissions to a Single Diagnostic Pathology Centre Between 2008–2021

Autor: Grace Edmunds, Sam Beck, Kedar Umakant Kale, Irena Spasic, Dan O’Neill, David Brodbelt, Matthew J. Smalley

Publikováno v: Journal of Mammary Gland Biology and Neoplasia. 28

Mammary cancer is one of the most common neoplasms of dogs, primarily bitches. While studies have been carried out identifying differing risk of mammary neoplasia in different dog breeds, few studies have reported associations between dog breeds and

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::18b721a65fb07ee9f9d0432cb49a5dc1
https://doi.org/10.1007/s10911-023-09531-3

Leaving No Stone Unturned: Flexible Retrieval of Idiomatic Expressions from a Large Text Corpus

Autor: Irena Spasic, Callum Hughes, Alison Wray, Maxim Filimonov

Publikováno v: Machine Learning and Knowledge Extraction
Volume 3
Issue 1
Pages 13-283
Machine Learning and Knowledge Extraction, Vol 3, Iss 13, Pp 263-283 (2021)

Idioms are multi-word expressions whose meaning cannot always be deduced from the literal meaning of constituent words. A key feature of idioms that is central to this paper is their peculiar mixture of fixedness and variability, which poses challeng

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d43931af602e3dc1a37299172a69f0aa
https://doi.org/10.3390/make3010013