Literature DB >> 24236626

Modernizing the systematic review process to inform comparative effectiveness: tools and methods.

Byron C Wallace1, Issa J Dahabreh, Christopher H Schmid, Joseph Lau, Thomas A Trikalinos.   

Abstract

Systematic reviews are being increasingly used to inform all levels of healthcare, from bedside decisions to policy-making. Since they are designed to minimize bias and subjectivity, they are a preferred option to assess the comparative effectiveness and safety of healthcare interventions. However, producing systematic reviews and keeping them up-to-date is becoming increasingly onerous for three reasons. First, the body of biomedical literature is expanding exponentially with no indication of slowing down. Second, as systematic reviews gain wide acceptance, they are also being used to address more complex questions (e.g., evaluating the comparative effectiveness of many interventions together rather than focusing only on pairs of interventions). Third, the standards for performing systematic reviews have become substantially more rigorous over time. To address these challenges, we must carefully prioritize the questions that should be addressed by systematic reviews and optimize the processes of research synthesis. In addition to reducing the workload involved in planning and conducting systematic reviews, we also need to make efforts to increase the transparency, reliability and validity of the review process; these aims can be grouped under the umbrella of 'modernization' of the systematic review process.

Mesh:

Year:  2013        PMID: 24236626     DOI: 10.2217/cer.13.17

Source DB:  PubMed          Journal:  J Comp Eff Res        ISSN: 2042-6305            Impact factor:   1.744


  12 in total

1.  Extracting PICO Sentences from Clinical Trial Reports using Supervised Distant Supervision.

Authors:  Byron C Wallace; Joël Kuiper; Aakash Sharma; Mingxi Brian Zhu; Iain J Marshall
Journal:  J Mach Learn Res       Date:  2016       Impact factor: 3.654

2.  Automating Biomedical Evidence Synthesis: RobotReviewer.

Authors:  Iain J Marshall; Joël Kuiper; Edward Banner; Byron C Wallace
Journal:  Proc Conf Assoc Comput Linguist Meet       Date:  2017-07

3.  A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature.

Authors:  Benjamin Nye; Junyi Jessy Li; Roma Patel; Yinfei Yang; Iain J Marshall; Ani Nenkova; Byron C Wallace
Journal:  Proc Conf Assoc Comput Linguist Meet       Date:  2018-07

4.  Automatic evidence retrieval for systematic reviews.

Authors:  Miew Keen Choong; Filippo Galgani; Adam G Dunn; Guy Tsafnat
Journal:  J Med Internet Res       Date:  2014-10-01       Impact factor: 5.428

5.  An exploration of crowdsourcing citation screening for systematic reviews.

Authors:  Michael L Mortensen; Gaelen P Adam; Thomas A Trikalinos; Tim Kraska; Byron C Wallace
Journal:  Res Synth Methods       Date:  2017-07-04       Impact factor: 5.273

6.  Machine learning for identifying Randomized Controlled Trials: An evaluation and practitioner's guide.

Authors:  Iain J Marshall; Anna Noel-Storr; Joël Kuiper; James Thomas; Byron C Wallace
Journal:  Res Synth Methods       Date:  2018-02-07       Impact factor: 5.273

7.  Bioresorbable vascular scaffolds for percutaneous treatment of chronic total coronary occlusions: a meta-analysis.

Authors:  Alberto Polimeni; Remzi Anadol; Thomas Münzel; Martin Geyer; Salvatore De Rosa; Ciro Indolfi; Tommaso Gori
Journal:  BMC Cardiovasc Disord       Date:  2019-03-15       Impact factor: 2.298

8.  Pretraining to Recognize PICO Elements from Randomized Controlled Trial Literature.

Authors:  Tian Kang; Shirui Zou; Chunhua Weng
Journal:  Stud Health Technol Inform       Date:  2019-08-21

9.  Systematic review automation technologies.

Authors:  Guy Tsafnat; Paul Glasziou; Miew Keen Choong; Adam Dunn; Filippo Galgani; Enrico Coiera
Journal:  Syst Rev       Date:  2014-07-09

Review 10.  Effects of medical and non-medical cannabis use in older adults: protocol for a scoping review.

Authors:  Dianna Wolfe; Kimberly Corace; Danielle Rice; Andra Smith; Salmaan Kanji; David Conn; Melanie Willows; Gary E Garber; John Puxty; Esther Moghadam; Becky Skidmore; Chantelle Garritty; Kednapa Thavorn; David Moher; Brian Hutton
Journal:  BMJ Open       Date:  2020-02-28       Impact factor: 2.692

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.