Latest Research in Meta-analysis and systematic reviews

Top Research Topics in Meta-analysis and systematic reviews

• Artificial Intelligence in Healthcare and Education — 16 papers
• Computation and Language — 15 papers
• Artificial Intelligence — 14 papers
• Meta-analysis and systematic reviews — 6 papers
• Topic Modeling — 6 papers
• Computer Vision and Pattern Recognition — 3 papers
• Biomedical Text Mining and Ontologies — 3 papers
• Human-Computer Interaction — 3 papers
• Machine Learning in Healthcare — 2 papers
• Explainable Artificial Intelligence (XAI) — 2 papers

Highest-Cited Papers

1. Can Large Language Models Evaluate Grant Proposal Quality? Revisiting the Wennerås and Wold Peer Review Data (1 citations)
2. Toward reviewable medical evidence synthesis for care delivery
3. Assessing safety and trustworthiness of large language models in medicine
4. Evaluating a Frozen LLM Configuration for Clinical-Guideline Literature Screening: A Protocol-Defined Validation Study
5. Ethics in natural language processing: a systematic meta-analysis
6. Evaluating a Frozen LLM Configuration for Clinical-Guideline Literature Screening: A Protocol-Defined Validation Study
7. Comparative Analysis of Large Language Models in Interpreting Publication Research Ethics: Insights from COPE Forum Case Studies
8. The evidence challenge facing large language models in medicine
9. Large language models for literature screening in conceptually complex and interdisciplinary reviews
10. Design of an English cross-scene model for enhanced mobile multimedia based on federated learning
11. AI-Mediated Input Transformation in Medical English: Speech Recognition and Transcript Reliability
12. Large language models for population-level public health communication: an evidence map of deployment, reach and policy gaps
13. Retrieve-Then-Verify for Evaluating Evidence Support and Hallucination in Large Language Model–Generated Medical Information: Empirical Study
14. Large language models for population-level public health communication: an evidence map of deployment, reach and policy gaps
15. MOCC-R1: Reinforcing Reasoning-Response Consistency for Multimodal Counselor Response Generation
16. Classifying 25 misinterpretations of statistical tests: a comparison of six large language models
17. Can an LLM Agree with Itself? Repeatability and Reproducibility in Grant Screening
18. Can an LLM Agree with Itself? Repeatability and Reproducibility in Grant Screening
19. Cooperative Object Grasping and Transportation by Multi-agent Systems Considering Grasping Force Constraints
20. Biomedical Reference Generation Remains Unreliable across 26 Large Language Models