AIMC Topic: Systematic Reviews as Topic

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Machine learning for identifying relevant publications in updates of systematic reviews of diagnostic test studies.

Research synthesis methods Mar 28, 2021
Updating systematic reviews is often a time-consuming process that involves a lot of human effort and is therefore not conducted as often as it should be. The aim of our research project was to explore the potential of machine learning methods to red...
Humans Machine Learning Workload Diagnostic Tests, Routine Research Design Systematic Reviews as Topic
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Artificial intelligence in systematic literature reviews: a case for cautious optimism.

Journal of clinical epidemiology Mar 19, 2021
Algorithms Systematic Reviews as Topic Humans Artificial Intelligence Machine Learning
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Reply to letter to the editor by Kharawala S, et al: Artificial intelligence for assisting systematic reviews: Opportunities with continuing challenges.

Journal of clinical epidemiology Mar 19, 2021
Machine Learning Systematic Reviews as Topic Humans Artificial Intelligence
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Natural language processing was effective in assisting rapid title and abstract screening when updating systematic reviews.

Journal of clinical epidemiology Jan 21, 2021
BACKGROUND AND OBJECTIVE: To examine whether the use of natural language processing (NLP) technology is effective in assisting rapid title and abstract screening when updating a systematic review.
Machine Learning Algorithms Humans Systematic Reviews as Topic Information Storage and Retrieval Models, Theoretical Natural Language Processing Abstracting and Indexing
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Prediction of outcomes after acute kidney injury in hospitalised patients: protocol for a systematic review.

BMJ open Dec 22, 2020
INTRODUCTION: Acute kidney injury (AKI) is common and is associated with negative long-term outcomes. Given the heterogeneity of the syndrome, the ability to predict outcomes of AKI may be beneficial towards effectively using resources and personalis...
Meta-Analysis as Topic Acute Kidney Injury Adult Renal Dialysis Humans Systematic Reviews as Topic Artificial Intelligence
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Aligning text mining and machine learning algorithms with best practices for study selection in systematic literature reviews.

Systematic reviews Dec 13, 2020
BACKGROUND: Despite existing research on text mining and machine learning for title and abstract screening, the role of machine learning within systematic literature reviews (SLRs) for health technology assessment (HTA) remains unclear given lack of ...
Data Mining Algorithms Support Vector Machine Bayes Theorem Systematic Reviews as Topic Humans Machine Learning
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Statistical stopping criteria for automated screening in systematic reviews.

Systematic reviews Nov 28, 2020
Active learning for systematic review screening promises to reduce the human effort required to identify relevant documents for a systematic review. Machines and humans work together, with humans providing training data, and the machine optimising th...
Systematic Reviews as Topic Machine Learning Humans Research
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Decoding semi-automated title-abstract screening: findings from a convenience sample of reviews.

Systematic reviews Nov 27, 2020
BACKGROUND: We evaluated the benefits and risks of using the Abstrackr machine learning (ML) tool to semi-automate title-abstract screening and explored whether Abstrackr's predictions varied by review or study-level characteristics.
Humans Systematic Reviews as Topic Machine Learning Retrospective Studies Research Design Mass Screening
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Can we use artificial intelligence for systematic literature review in rheumatology?

Joint bone spine Nov 19, 2020
Humans Artificial Intelligence Publications Systematic Reviews as Topic Rheumatology
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Robot-Assisted Radical Cystectomy with Intracorporeal Urinary Diversion: A New Standard of Urinary Diversion.

Journal of endourology Nov 12, 2020
To summarize the current evidence on robot-assisted radical cystectomy (RARC) with intracorporeal urinary diversion (ICUD) and compare perioperative outcomes and postoperative complications of patients undergoing RARC with extracorporeal urinary div...
Urinary Bladder Neoplasms Cystectomy Quality of Life Robotics Systematic Reviews as Topic Treatment Outcome Urinary Diversion Robotic Surgical Procedures Humans Postoperative Complications
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