Leveraging artificial intelligence to enhance systematic reviews in health research: advanced tools and challenges

An open source machine learning framework for efficient and transparent systematic reviews

Nature Machine Intelligence · 2021 · 910 citations · Full text

Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence

Gary S. Collins, Paula Dhiman, Constanza L. Andaur Navarro et al. · BMJ Open · 2021 · 724 citations · Full text

Software tools to support title and abstract screening for systematic reviews in healthcare: an evaluation

Hannah Harrison, Simon J. Griffin, Isla Kuhn et al. · BMC Medical Research Methodology · 2020 · 400 citations · Full text

Reducing Workload in Systematic Review Preparation Using Automated Citation Classification

Aaron Cohen, William Hersh, Kimberly Peterson et al. · Journal of the American Medical Informatics Association · 2005 · 383 citations · Full text

RobotReviewer: evaluation of a system for automatically assessing bias in clinical trials

Iain Marshall, Joël Kuiper, Byron Wallace · Journal of the American Medical Informatics Association · 2015 · 295 citations · Full text