Systematic Review Automation

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18 papers2 papers in the last four weeks, down 60% on the four weeks before. 0.0% of all new papers.

  1. ReviewPilot: A Multi-Agent System for Screening and Data Extraction in Systematic Reviews

    Oct 15, 2026Zhaoqian Xue, Shaoze Zhou, Xuexin Li +10Systematic Review AutomationAI-Assisted Scientific Research

    University of Arizona · Florida International University · Vanderbilt University +7

  2. EviStreams: Human-in-the-Loop AI Data Extraction for Systematic Reviews in Medicine

    Sep 23, 2026Sai Karthik Kosuri, Ankita Shashikant Bhosale, Michael Glick +2Document Information ExtractionHuman-in-the-Loop AI

    Center for Integrative Global Oral Health (CIGOH), Penn Dental Medicine, University of Pennsylvania · Department of Computer and Information Science, University of Pennsylvania

  3. A Benchmark Framework for Screening Automation in Systematic Reviews

    Sep 16, 2026Gauransh Kumar, Luciano Marchezan, Guillaume Genois +2LLM EvaluationEvidence Selection

    Université de Montréal Montreal, Canada

  4. PRISMA-LLM: An Empirical Reporting Framework for AI-Assisted Systematic Reviews

    Sep 10, 2026Miguel Zabaleta, Baihan LinLLM AuditingSystematic Review Automation

    Department of AI and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA · Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA · Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA

  5. Checkpoints Are Not Enough: Trust Calibration in CoSLR, a Human-AI System for Systematic Literature Reviews

    Sep 5, 2026MD Aidul Islam, Malik Abdul Sami, Muhammad Waseem +4Systematic Review AutomationHuman-AI Collaboration

    Tampere University, Tampere, Finland

  6. SciLitBench: Benchmark and Design Principles for LLM-Powered Systematic Literature Reviews

    Aug 29, 2026Miguel Zabaleta, Baihan LinSystematic Review AutomationLLM Evaluation

    Department of AI and Human Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA · Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA · Department of Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA

  7. ARISMA: Guidelines for AI- and LLM-Assisted Systematic Reviews, Scoping Reviews, and Mapping Studies

    Aug 25, 2026Mahyar Tourchi Moghaddam, Mina AlipourSystematic Review AutomationAI-Assisted Scientific Research

    University of Southern Denmark, Odense 5230, DK

  8. Preliminary Guidelines for Using and Evaluating GenAI Tools to Support Systematic Literature Reviews

    Jul 27, 2026Barbara Kitchenham, Sebastián Pizard, Lech Madeyski +3LLM EvaluationSystematic Review Automation

    Keele University, United Kingdom · Universidad de la República, Uruguay · Wrocław University of Science and Technology, Poland +3

  9. Benchmarking LLM Agents on Meta-Analysis Articles from Nature Portfolio

    Jun 15, 2026Anzhe Xie, Weihang Su, Yujia Zhou +2Systematic Review AutomationAI-Assisted Scientific Research

    Tsinghua University Beijing, China

  10. AutoForest: Automatically Generating Forest Plots from Biomedical Studies with End-to-End Evidence Extraction and Synthesis

    Jun 1, 2026Massimiliano Pronesti, Angelo Miculescu, Mohsin Kapdi +8AI-Assisted Scientific ResearchClinical Information Extraction

    1IBM Research · 2Dublin City University · University of Oxford +2

  11. SLIDERS: Systematic Reviews via Automated Evidence Synthesis and Reconciliation

    Apr 24, 2026Harshit Joshi, Priyank Shethia, Jadelynn Dao +1Systematic Review AutomationAI-Assisted Scientific Research

    Computer Science Department, Stanford University

  12. TiAb Review Plugin: A Browser-Based Tool for AI-Assisted Study Selection in Systematic Reviews

    Apr 8, 2026Yuki Kataoka, Masahiro Banno, Michihito Kyo +8Evidence SelectionAI-Assisted Scientific Research

    Center for Postgraduate Clinical Training and Career Development, Nagoya University Hospital, 65, Tsurumai-cho, Showa-ku, Nagoya-city, Aichi, Japan · Center for Medical Education, Graduate School of Medicine, Nagoya University, 65, Tsurumai-cho, Showa-ku, Nagoya-city, Aichi, Japan · Scientific Research WorkS Peer Support Group (SRWS-PSG), Osaka, Japan +16

  13. meta-pipe: An LLM-agent pipeline for end-to-end automated systematic review and meta-analysis

    Apr 5, 2026Hsieh-Ting Lin, Jiunn-Tyng YehSystematic Review AutomationAI-Assisted Scientific Research

    Koo Foundation Sun Yat-Sen Cancer Center, Department of Oncology, Taipei, Taiwan · Duke Institute for Health Innovation, Durham, NC, USA

  14. LUMEN: Cost-Transparent Multi-Agent Pipeline for Automated Systematic Review and Meta-Analysis

    Mar 29, 2026Yen-Hsun Huang, Yu-Shiou LinSystematic Review AutomationAI-Assisted Scientific Research

    Department of Education, Taipei Veterans General Hospital, Taipei, Taiwan · Department of Psychiatry, Taipei Veterans General Hospital, Taipei, Taiwan

  15. Fine-Tuning A Large Language Model for Systematic Review Screening

    Mar 25, 2026Kweku Yamoah, Noah Schroeder, Emmanuel Dorley +2Systematic Review AutomationLLM Fine-Tuning

    University of Florida, Gainesville, FL, 32611

  16. EviSearch: Trustworthy Extraction and Synthesis of Clinical Trial Evidence with Agents that Improve with Use

    Mar 23, 2026Naman Ahuja, Abhijit Chakraborty, Muhammad Ali Khan +4Systematic Review AutomationAI-Assisted Scientific Research

    Arizona State University · Mayo Clinic

  17. Evaluating AI-based Scientific Knowledge Synthesis with Epidemiological Systematic Reviews

    Mar 20, 2026Shreyansh Padarha, Ryan Othniel Kearns, Tristan Naidoo +13Systematic Review AutomationLLM Evaluation

    University of Oxford · Imperial College London · University of Nottingham +2

  18. OpenExtract: Automated Data Extraction for Systematic Reviews in Health

    Mar 6, 2026Jim Achterberg, Bram Van Dijk, Jing Meng +8Systematic Review AutomationDocument Information Extraction

    Leiden University Medical Center, The Netherlands · Leiden Institute of Advanced Computer Science, Leiden University, The Netherlands · University of Warwick, UK +2