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1
Development and diagnostic validation of the Brisbane Evidence-Based Language Test
In: Research outputs 2014 to 2021 (2022)
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2
Predictors of Medical Students’ Views toward Research: Insights from a Cross-Cultural Study among Portuguese-Speaking Countries
In: Healthcare; Volume 10; Issue 2; Pages: 336 (2022)
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3
Effectiveness of interactive teaching intervention on medical students’ knowledge and attitudes toward stem cells, their therapeutic uses, and potential research applications
In: PeerJ (2022)
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4
A clinical trials corpus annotated with UMLS entities to enhance the access to evidence-based medicine
Abstract: [Background] The large volume of medical literature makes it difficult for healthcare professionals to keep abreast of the latest studies that support Evidence-Based Medicine. Natural language processing enhances the access to relevant information, and gold standard corpora are required to improve systems. To contribute with a new dataset for this domain, we collected the Clinical Trials for Evidence-Based Medicine in Spanish (CT-EBM-SP) corpus. ; [Methods] We annotated 1200 texts about clinical trials with entities from the Unified Medical Language System semantic groups: anatomy (ANAT), pharmacological and chemical substances (CHEM), pathologies (DISO), and lab tests, diagnostic or therapeutic procedures (PROC). We doubly annotated 10% of the corpus and measured inter-annotator agreement (IAA) using F-measure. As use case, we run medical entity recognition experiments with neural network models. ; [Results] This resource contains 500 abstracts of journal articles about clinical trials and 700 announcements of trial protocols (292 173 tokens). We annotated 46 699 entities (13.98% are nested entities). Regarding IAA agreement, we obtained an average F-measure of 85.65% (±4.79, strict match) and 93.94% (±3.31, relaxed match). In the use case experiments, we achieved recognition results ranging from 80.28% (±00.99) to 86.74% (±00.19) of average F-measure. ; [Conclusions] Our results show that this resource is adequate for experiments with state-of-the-art approaches to biomedical named entity recognition. It is freely distributed at: http://www.lllf.uam.es/ESP/nlpmedterm_en.html. The methods are generalizable to other languages with similar available sources. ; This work has been done under the NLPMedTerm project, funded by the European Union’s Horizon 2020 research programme under the Marie Skodowska-Curie grant agreement no. 713366 (InterTalentum UAM) ; Peer reviewed
Keyword: Clinical Trials; Evidence-Based Medicine; Inter-Annotator Agreement; Natural Language Processing; Semantic Annotation
URL: http://hdl.handle.net/10261/240680
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5
On the Meaning of Medical Evidence Hierarchies
Jerkert, Jesper. - : KTH, Filosofi, 2021. : Pittsburgh : University Library System, University of Pittsburgh, 2021
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6
Actual and Perceived Level of Scientific English across Italian Physiotherapy Courses: A Cross-Sectional Study
In: Healthcare ; Volume 9 ; Issue 9 (2021)
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7
Evidence-based guidelines on the therapeutic use of repetitive transcranial magnetic stimulation (rTMS): An update (2014-2018).
In: Clinical neurophysiology, vol. 131, no. 2, pp. 474-528 (2020)
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8
Individual and organizational factors that affect implementation of evidence-based practices for children with autism in public schools: a cross-sectional observational study.
In: Implementation science : IS, vol 14, iss 1 (2019)
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9
From Stigma to Statistics: A Study of US HIV Discourse in Digital Research Article Titles, 1986-2016
Consonni, Stefania (orcid:0000-0001-6221-4272). - : Università degli studi di Bergamo, 2019. : country:IT, 2019. : place:Bergamo, 2019
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10
HIV Discourse in the British Medical Journal, 1985-2005. The impact of digital literacy and Evidence-Based Medicine on syntactic patterns and variations in RA titles
Consonni, Stefania (orcid:0000-0001-6221-4272). - : ESE: Editoria Scientifica Elettronica; Salento University Publishing, 2019. : country:IT, 2019. : place:Lecce, 2019
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11
Psychotherapeutic Treatment of Bipolar Depression.
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12
The Acute Aphasia IMplementation Study (AAIMS): a pilot cluster randomized controlled trial
In: School of Health and Human Sciences (2018)
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13
Barriers and facilitators to meeting aphasia guideline recommendations: what factors influence speech pathologists’ practice?
In: School of Health and Human Sciences (2018)
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14
Closing the evidence-practice gaps in aphasia management: are we there yet? Where has a decade of implementation research taken us? A review and guide for clinicians
In: School of Health and Human Sciences (2018)
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15
Parent-mediated interventions for promoting communication and language development in young children with Down syndrome
O'Toole, Ciara; Lee, Alice S.; Gibbon, Fiona E.. - : John Wiley & Sons, Ltd., 2018
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16
Physiotherapists' behaviour, attitudes, awareness, knowledge and barriers in relation to evidence-based practice implementation in Saudi Arabia: a cross-sectional study
Alshehri, Mansour A.; Alalawi, Ahmed; Alhasan, Hammad. - : Lippincott Williams & Wilkins, 2017
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17
Query-oriented evidence extraction to support evidence-based medicine practice
Sarker, Abeed; Mollá, Diego; Paris, Cecile. - : Elsevier, 2016
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18
A Corpus for research in text processing for evidence based medicine
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19
Mental health literacy: Public knowledge and beliefs about mental disorders
In: British Journal of Psychiatry (2015)
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20
Mental health literacy: Public knowledge and beliefs about mental disorders
In: British Journal of Psychiatry (2015)
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