AIMC Topic: Systematic Reviews as Topic

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Large Language Models and the Analyses of Adherence to Reporting Guidelines in Systematic Reviews and Overviews of Reviews (PRISMA 2020 and PRIOR).

Journal of medical systems Jun 12, 2025
In the context of Evidence-Based Practice (EBP), Systematic Reviews (SRs), Meta-Analyses (MAs) and overview of reviews have become cornerstones for the synthesis of research findings. The Preferred Reporting Items for Systematic Reviews and Meta-Anal...
Large Language Models Guideline Adherence Systematic Reviews as Topic Meta-Analysis as Topic Humans Guidelines as Topic Artificial Intelligence
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Use of deep learning-based NLP models for full-text data elements extraction for systematic literature review tasks.

Scientific reports Jun 3, 2025
Systematic literature review (SLR) is an important tool for Health Economics and Outcomes Research (HEOR) evidence synthesis. SLRs involve the identification and selection of pertinent publications and extraction of relevant data elements from full-t...
Algorithms Deep Learning Natural Language Processing Humans Systematic Reviews as Topic Data Mining
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Streamlining systematic reviews with large language models using prompt engineering and retrieval augmented generation.

BMC medical research methodology May 10, 2025
BACKGROUND: Systematic reviews (SRs) are essential to formulate evidence-based guidelines but require time-consuming and costly literature screening. Large Language Models (LLMs) can be a powerful tool to expedite SRs.
Evidence-Based Medicine Systematic Reviews as Topic Humans Large Language Models Information Storage and Retrieval Language
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The role of artificial intelligence in the prediction, identification, diagnosis and treatment of perinatal depression and anxiety among women in LMICs: a systematic review protocol.

BMJ open Apr 27, 2025
INTRODUCTION: Perinatal depression and anxiety (PDA) is associated with a high risk of maternal mortality. Existing data shows that 95% of maternal mortality in low- and middle-income countries (LMICs) is due to resource constraints and negligence in...
Depression Humans Systematic Reviews as Topic Artificial Intelligence Developing Countries Female Research Design Pregnancy Complications Anxiety Pregnancy
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Chatbots for conducting systematic reviews in pediatric dentistry.

Journal of dentistry Apr 5, 2025
OBJECTIVES: The performance of chatbots for discrete steps of a systematic review (SR) on artificial intelligence (AI) in pediatric dentistry was evaluated.
Artificial Intelligence Bias Sensitivity and Specificity Systematic Reviews as Topic Humans Child Pediatric Dentistry Generative Artificial Intelligence
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Using artificial intelligence tools to automate data extraction for living evidence syntheses.

PloS one Apr 3, 2025
Living evidence synthesis (LES) involves repeatedly updating a systematic review or meta-analysis at regular intervals to incorporate new evidence into the summary results. It requires a considerable amount of human time investment in the article sea...
SARS-CoV-2 Humans Systematic Reviews as Topic Software Meta-Analysis as Topic Artificial Intelligence COVID-19 Information Storage and Retrieval
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Artificial Intelligence Performance in Image-Based Cancer Identification: Umbrella Review of Systematic Reviews.

Journal of medical Internet research Apr 1, 2025
BACKGROUND: Artificial intelligence (AI) has the potential to transform cancer diagnosis, ultimately leading to better patient outcomes.
Female Neoplasms Humans Artificial Intelligence Systematic Reviews as Topic
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Barriers and enablers for the deployment of large language model-based conversational robots for older adults: A protocol for a systematic review of qualitative studies.

PloS one Apr 1, 2025
BACKGROUND: Artificial intelligence-powered conversational agents have immense potential to provide social companionship and support for older adults. However, the deployment of large language model (LLM)-based conversational robots for seniors faces...
Robotics Systematic Reviews as Topic Communication Qualitative Research Language Humans Aged Artificial Intelligence
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Improving Systematic Review Updates With Natural Language Processing Through Abstract Component Classification and Selection: Algorithm Development and Validation.

JMIR medical informatics Mar 27, 2025
BACKGROUND: A challenge in updating systematic reviews is the workload in screening the articles. Many screening models using natural language processing technology have been implemented to scrutinize articles based on titles and abstracts. While the...
Humans Algorithms Abstracting and Indexing Natural Language Processing Systematic Reviews as Topic
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Using artificial intelligence for systematic review: the example of elicit.

BMC medical research methodology Mar 18, 2025
BACKGROUND: Artificial intelligence (AI) tools are increasingly being used to assist researchers with various research tasks, particularly in the systematic review process. Elicit is one such tool that can generate a summary of the question asked, se...
Artificial Intelligence Reproducibility of Results Humans Systematic Reviews as Topic
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