AIMC Topic: Review Literature as Topic

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PDF text classification to leverage information extraction from publication reports.

Journal of biomedical informatics Apr 1, 2016
OBJECTIVES: Data extraction from original study reports is a time-consuming, error-prone process in systematic review development. Information extraction (IE) systems have the potential to assist humans in the extraction task, however majority of IE ...
Review Literature as Topic Publications Information Storage and Retrieval Algorithms Narration Humans Natural Language Processing Machine Learning
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Quantitative Analysis of Technological Innovation in Knee Arthroplasty: Using Patent and Publication Metrics to Identify Developments and Trends.

The Journal of arthroplasty Dec 20, 2015
BACKGROUND: Surgery is in a constant continuum of innovation with refinement of technique and instrumentation. Arthroplasty surgery potentially represents an area with highly innovative process. This study highlights key area of innovation in knee ar...
Knee Patents as Topic Equipment Design Review Literature as Topic Arthroplasty, Replacement, Knee Knee Prosthesis Diffusion of Innovation Humans Cluster Analysis Robotics
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Machine learning to assist risk-of-bias assessments in systematic reviews.

International journal of epidemiology Dec 8, 2015
BACKGROUND: Risk-of-bias assessments are now a standard component of systematic reviews. At present, reviewers need to manually identify relevant parts of research articles for a set of methodological elements that affect the risk of bias, in order t...
Humans Machine Learning ROC Curve Review Literature as Topic Data Mining Datasets as Topic Logistic Models Bias
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Supporting systematic reviews using LDA-based document representations.

Systematic reviews Nov 26, 2015
BACKGROUND: Identifying relevant studies for inclusion in a systematic review (i.e. screening) is a complex, laborious and expensive task. Recently, a number of studies has shown that the use of machine learning and text mining methods to automatical...
Data Mining Decision Making, Computer-Assisted Models, Statistical Support Vector Machine Humans Review Literature as Topic Biomedical Research
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RobotReviewer: evaluation of a system for automatically assessing bias in clinical trials.

Journal of the American Medical Informatics Association : JAMIA Jun 22, 2015
OBJECTIVE: To develop and evaluate RobotReviewer, a machine learning (ML) system that automatically assesses bias in clinical trials. From a (PDF-formatted) trial report, the system should determine risks of bias for the domains defined by the Cochra...
Machine Learning Peer Review, Research Natural Language Processing Algorithms Data Mining Databases as Topic Bias Clinical Trials as Topic Review Literature as Topic
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Automated confidence ranked classification of randomized controlled trial articles: an aid to evidence-based medicine.

Journal of the American Medical Informatics Association : JAMIA Feb 5, 2015
OBJECTIVE: For many literature review tasks, including systematic review (SR) and other aspects of evidence-based medicine, it is important to know whether an article describes a randomized controlled trial (RCT). Current manual annotation is not com...
Evidence-Based Medicine Review Literature as Topic Information Storage and Retrieval MEDLINE Support Vector Machine Randomized Controlled Trials as Topic Humans Artificial Intelligence ROC Curve
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Citations alone were enough to predict favorable conclusions in reviews of neuraminidase inhibitors.

Journal of clinical epidemiology Oct 22, 2014
OBJECTIVES: To examine the use of supervised machine learning to identify biases in evidence selection and determine if citation information can predict favorable conclusions in reviews about neuraminidase inhibitors.
Publications Influenza, Human Selection Bias Humans Research Design Artificial Intelligence Review Literature as Topic Neuraminidase Enzyme Inhibitors
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Using ChatGPT to write a literature review on autologous fat grafting.

Journal of plastic, reconstructive & aesthetic surgery : JPRAS Jun 1, 2025
BACKGROUND: ChatGPT is a large language model (LLM) that has been proposed as a scientific writing tool, though its ethical use remains a highly debated topic within the academic community. This article defines the strengths and weaknesses of ChatGPT...
Transplantation, Autologous Surgery, Plastic Adipose Tissue Humans Medical Writing Plastic Surgery Procedures Generative Artificial Intelligence Review Literature as Topic
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Large Language Model-Assisted Systematic Review: Validation Based on Cochrane Review Data.

Studies in health technology and informatics May 15, 2025
Large Language Models (LLMs) offer potential for automating systematic reviews, a labor-intensive process in evidence-based medicine. We evaluated GPT-4o, GPT-4o-mini, and Llama 3.1:8B on abstract screening and risk of bias assessment using 12 Cochra...
Humans Reproducibility of Results Natural Language Processing Programming Languages Systematic Reviews as Topic Review Literature as Topic Evidence-Based Medicine Large Language Models
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Medical Artificial Intelligence and Human Values.

The New England journal of medicine Sep 26, 2024
Digital Health Review Literature as Topic Humans Artificial Intelligence
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