Natural language processing for detecting adverse drug events: A systematic review protocol [version 3; peer review: 1 approved, 3 approved with reservations]

Background Detecting Adverse Drug Events (ADEs) is an emerging research area, attracting great interest in the research community. Better anticipatory management of predisposing factors has considerable potential to improve outcomes. Automatic extraction of ADEs using Natural Language Processing (NL...

Full description

Bibliographic Details
Published in:	NIHR Open Research
Main Authors:	Beatrice Alex, Bruce Guthrie, Jinge Wu, Imane Guellil, Farah Francis, Aryo Pradipta Gema, Nidhaleddine Chenni, Yousra Berrachedi, Clare Llewellyn, Richard Tobin, Honghan Wu, Stella Arakelyan
Format:	Article
Language:	English
Published:	F1000 Research Ltd 2024-12-01
Subjects:	Systematic review protocol systematic review Adverse Drug Events side effect Natural Language Processing eng
Online Access:	https://openresearch.nihr.ac.uk/articles/3-67/v3

Similar Items

Natural language processing for geriatric syndromes: a systematic review of methods, applications, and challenges
by: Fahrurrozi Rahman, et al.
Published: (2026-03-01)

Complications following miniplate insertion in maxillofacial fractures: a systematic review [version 3; peer review: 3 approved]
by: Tetiana Haniastuti, et al.
Published: (2025-03-01)

Toward person-centred measures of contraceptive demand: a systematic review of the relationship between intentions to use and actual use of contraception. [version 3; peer review: 1 approved, 2 approved with reservations]
by: Christine Galavotti, et al.
Published: (2025-02-01)

Methodological literature on the reporting of systematic reviews of health economic evaluations: a scoping review protocol [version 1; peer review: 2 approved, 1 approved with reservations]
by: Andrew Booth, et al.
Published: (2024-11-01)

Psychological interventions for mood and cognition after stroke and transient ischaemic attack: A protocol for an umbrella review [version 2; peer review: 2 approved]
by: Marie Williams, et al.
Published: (2024-05-01)

Complications following miniplate insertion in maxillofacial fractures: a systematic review [version 2; peer review: 2 approved, 1 approved with reservations]
by: Tetiana Haniastuti, et al.
Published: (2025-02-01)

SARS-CoV-2 and the role of close contact in transmission: a systematic review [version 2; peer review: 1 approved, 2 approved with reservations, 1 not approved]
by: Carl J. Heneghan, et al.
Published: (2022-07-01)

Measurement of speech in individuals with selective mutism: A systematic review [version 3; peer review: 1 approved, 2 approved with reservations]
by: Soichiro Matsuda, et al.
Published: (2023-05-01)

Toward person-centred measures of contraceptive demand: a systematic review of the relationship between intentions to use and actual use of contraception [version 2; peer review: 1 approved, 2 approved with reservations]
by: Christine Galavotti, et al.
Published: (2024-06-01)

Tailored PRISMA 2020 flow diagrams for living systematic reviews: a methodological survey and a proposal [version 3; peer review: 2 approved]
by: Rayane Elkhoury, et al.
Published: (2022-01-01)

A protocol for a systematic review and meta-analysis of tuberculosis care around the time of pregnancy [version 2; peer review: 1 approved, 2 approved with reservations]
by: Elisabet Lönnermark, et al.
Published: (2024-01-01)

The effect of surface treatments on the bond strength of polyetheretherketone posts: a systematic review protocol [version 3; peer review: 1 approved, 2 approved with reservations]
by: Souha Boudegga Ben Youssef, et al.
Published: (2025-04-01)

Anthropomorphism Unveiled: A Decade of Systematic Insights in Business and Technology Trends [version 2; peer review: 1 approved, 2 approved with reservations]
by: Diesyana Ajeng Pramesti, et al.
Published: (2025-09-01)

Mapping inspiration in human resources: A systematic review of themes and approaches [version 1; peer review: 1 approved, 2 approved with reservations]
by: James P S, et al.
Published: (2023-06-01)

Wine Consumer Studies: Current Status and Future Agendas [version 1; peer review: 2 approved]
by: Vasanth Kamath, et al.
Published: (2024-03-01)

Eating versus skipping breakfast has no discernible effect on obesity-related anthropometric outcomes: a systematic review and meta-analysis [version 3; peer review: 2 approved, 1 approved with reservations]
by: Michelle M. Bohan Brown, et al.
Published: (2021-07-01)

The Role of Problem-Based Learning Approach in Teaching and Learning Physics: A Systematic Literature Review [version 2; peer review: 1 approved, 3 approved with reservations]
by: Nzabahimana Joseph, et al.
Published: (2023-11-01)

Community-level dietary intake of sodium, potassium, and sodium-to-potassium ratio as a global public health problem: a systematic review and meta-analysis [version 3; peer review: 1 approved, 2 approved with reservations]
by: Farapti Farapti, et al.
Published: (2025-04-01)

Towards an ontology of mental health: Protocol for developing an ontology to structure and integrate evidence regarding anxiety, depression and psychosis [version 3; peer review: 1 approved, 3 approved with reservations]
by: Jennifer Potts, et al.
Published: (2025-08-01)

Data extraction methods for systematic review (semi)automation: Update of a living systematic review [version 3; peer review: 3 approved]
by: Rebecca Elmore, et al.
Published: (2025-04-01)

Effectiveness of interventions to support the transition home after acute stroke: a protocol for a systematic review [version 2; peer review: 2 approved]
by: Paul Murphy, et al.
Published: (2022-03-01)

Monkeypox and oral lesions associated with its occurrence: a systematic review and meta-analysis [version 2; peer review: 1 approved, 2 approved with reservations]
by: Mohammad Khursheed Alam, et al.
Published: (2024-03-01)

Measurement of speech in individuals with selective mutism: A systematic review [version 4; peer review: 3 approved]
by: Soichiro Matsuda, et al.
Published: (2023-06-01)

The Influence of Safety Performance on Competitive Advantage in the Shipping Industry: A Systematic Literature Review Study [version 3; peer review: 2 approved, 1 approved with reservations]
by: Hamidah Nayati Utami, et al.
Published: (2025-08-01)

Exploring the landscape of digital servitization: A systematic review [version 2; peer review: 2 approved]
by: Benny Hutahayan, et al.
Published: (2024-09-01)

Systematic review of clinical practice guidelines and systematic reviews: A method for conducting comprehensive analysis
by: Stefano Mancin, et al.
Published: (2024-06-01)

Consumer responses and determinants in geographical indications agricultural product consumption: A ten-year systematic review [version 3; peer review: 2 approved]
by: Ailin Tan, et al.
Published: (2026-04-01)

CYP2C19 polymorphism and coronary in-stent restenosis: A systematic review and meta-analysis [version 3; peer review: 2 approved, 1 approved with reservations]
by: Ivana Purnama Dewi, et al.
Published: (2025-01-01)

Systematic review and meta-analyses: What has the application of Mendelian randomization told us about the causal effect of adiposity on health outcomes? [version 2; peer review: 1 approved, 2 approved with reservations]
by: Kaitlin H Wade, et al.
Published: (2023-09-01)

PERMA well-being and innovative work behaviour : A systematic literature review [version 1; peer review: 1 approved, 2 approved with reservations]
by: Nor Hasliza Mat Hasan, et al.
Published: (2023-10-01)

Microplastic content of over-the-counter toothpastes - a systematic review [version 1; peer review: 2 approved]
by: Ashwini Rao, et al.
Published: (2023-04-01)

Editorial: Reviews in educational psychology
by: Alberto Díaz-Burgos, et al.
Published: (2025-08-01)

Interventions for primary prevention of cardiovascular disease: umbrella review of systematic reviews
by: Olalekan A Uthman, et al.
Published: (2024-06-01)

Wood Waste Valorization and Classification Approaches: A systematic review [version 2; peer review: 2 approved, 1 approved with reservations]
by: Lucyna Lekawska-Andrinopoulou, et al.
Published: (2025-05-01)

Measurement of speech in individuals with selective mutism: A systematic review [version 2; peer review: 1 approved, 2 approved with reservations]
by: Soichiro Matsuda, et al.
Published: (2022-12-01)

The relationship between digital transformation and digital literacy - an explanatory model: Systematic literature review [version 2; peer review: 1 approved, 2 approved with reservations]
by: Frederico Branco, et al.
Published: (2025-06-01)

Appraising systematic reviews: a comprehensive guide to ensuring validity and reliability
by: Nour Shaheen, et al.
Published: (2023-12-01)

Prevalence of musculoskeletal symptoms from online learning during the COVID-19 epidemic: a systematic review and meta-analysis [version 3; peer review: 2 approved, 1 approved with reservations]
by: Wutthichai Jariya, et al.
Published: (2025-06-01)

Prevalence and incidence of cancer amongst adults with intellectual disability — a systematic review and meta-analysis protocol [version 2; peer review: 2 approved]
by: Andrew Wormald, et al.
Published: (2024-02-01)

Data extraction methods for systematic review (semi)automation: Update of a living systematic review [version 2; peer review: 3 approved]
by: Rebecca Elmore, et al.
Published: (2023-10-01)