Systematic Review

Ask about this topic

Momentum

6 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 50

All topics
CardsList

  1. What Can Component-Replacement Evidence Establish? A Critical Scoping Review of Local Decisions in LLM Agents

    Sep 30, 2026Shuyang Zhang, Jianshuo ChangLarge Language Model DecisionsLarge Language Model Agents

    The Hong Kong Polytechnic University

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

    Sep 23, 2026Sai Karthik Kosuri, Ankita Shashikant Bhosale, Michael Glick +2Systematic ReviewExtraction

    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 +2Systematic ReviewScreening

    Université de Montréal Montreal, Canada

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

    Sep 14, 2026Miguel Zabaleta, Baihan LinSystematic ReviewPeer Review

    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. The widening evaluation gap in medical large language model research 2023 to 2026

    Sep 11, 2026Raad Bin Tareaf, Murad Al-Rajab, Samia LoucifSystematic ReviewLarge Language Model Evaluation

    XU Exponential University of Applied Sciences, Data Science and Artificial Intelligence Cluster, Marlene-Dietrich-Allee 12B, 14482 Potsdam, Germany · College of Engineering, Abu Dhabi University, Abu Dhabi, United Arab Emirates · College of Technological Innovation, Zayed University, Abu Dhabi, United Arab Emirates

  6. From Matching Models to Recruiting Agents: A Systematized Narrative Review of AI Recruitment Systems, Evaluation, and Governance

    Sep 7, 2026Ziyi Zhao, Guanzheng WeiJobsSystematic Review

    University of Chinese Academy of Social Sciences · Southwest University

  7. Quantitative Evidence Mining for Plausibility-Aware Biomedical AI: A Narrative Review and Conceptual Framework

    Aug 31, 2026Negin Sadat Babaiha, Stefan Geissler, Marie-Christine Simon +2Biomedical TextBiomedical

    Department of Bioinformatics, Fraunhofer Institute for Algorithms and Scientific Computing (SCAI), Schloss Birlinghoven, Sankt Augustin, Germany · Kairntech SAS, 29 Chemin du Vieux Chêne, Meylan 38240, France · Bonn-Aachen International Center for Information Technology (b-it), University of Bonn, Bonn, Germany

  8. Physics-Informed Machine Learning in Prognostics and Health Management: A Systematic Literature Review

    Aug 10, 2026Christopher Braun, Julian Raible, Marco F. HuberPhysics-Informed LearningPrognostics

    Institute of Industrial Manufacturing and Management IFF, University of Stuttgart, Allmandring 35, Stuttgart, 70569, Baden-Württemberg, Germany. · Fraunhofer Institute for Manufacturing Engineering and Automation IPA, Nobelstraße 12, Stuttgart, 70569, Baden-Württemberg, Germany.

  9. Artificial Intelligence Can Match Domain Experts in Evidence Extraction and Critical Appraisal of Microbial Oncogenesis Research Publications

    Aug 7, 2026Kaela Kokkas, Hairong Wang, Richard Klein +11Systematic ReviewBiomedical Text

    Department of Clinical Microbiology and Infectious Diseases, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa · School of Computer Science and Applied Mathematics, University of the Witwatersrand, Johannesburg, South Africa · Wits Machine Intelligence and Neural Discovery (MIND) Institute, University of the Witwatersrand, Johannesburg, South Africa +13

  10. Authoring and Management of Transparent Research Integrity Assessments of Randomised Clinical Trial Publications Using LLM-assisted Tools and Provenance Knowledge Graphs

    Aug 7, 2026Milan Markovic, Goutham Indukuri, Somayajulu Sripada +7Systematic ReviewResearch Automation

    Interdisciplinary Institute, University of Aberdeen, UK · Department of Computing Science, University of Aberdeen, UK · Department of Epidemiology and Biostatistics, Indiana University, USA +3

  11. A Chain Is Only as Strong as Its Weakest Link: A Scoping Review of System Integration Audits in AI

    Aug 5, 2026Leah Davis, Dominic Martin, AJung MoonArtificial Intelligence RiskModel Auditing

    McGill University, Montr´eal, QC · Universit´e du Qu´ebec `a Montr´eal, Montr´eal, QC

  12. Explainable AI for the EU Right to Explanation: A Systematic Review of the Law-XAI Translation Gap

    Aug 3, 2026Benjamin Fresz, Elena Dubovitskaya, Marco F. HuberExplainable Artificial IntelligenceEu Artificial Intelligence Act

    Fraunhofer Institute for Manufacturing Engineering and Automation IPA, Stuttgart, Germany · University of Giessen, Germany · Institute of Industrial Manufacturing and Management IFF, University of Stuttgart, Germany

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

    Jul 27, 2026Barbara Kitchenham, Sebastián Pizard, Lech Madeyski +3Systematic ReviewGenerative Artificial Intelligence

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

  14. From Operations to Elderly Care Outcomes: A Thematic Review of Industrial Engineering and Decision-Support Approaches

    Jul 21, 2026Shayan Farhang Pazhooh, Fereshteh ParvareshOperations ResearchHealthcare

    Department of Industrial and Systems Engineering Isfahan University of Technology Isfahan 84156-83111, Iran

  15. Vision Foundation Models in Radiology: A Scoping Review of Data, Methodology, Evaluation and Clinical Translation

    Jul 8, 2026Alejandro Vergara-Richart, Xavier Rafael-Palou, Almudena Fuster-Matanzo +3Vision Foundation ModelsSystematic Review

    Quantitative Imaging Biomarkers in Medicine, Quibim S.L., València, Spain · Universitat Politècnica de València, València, Spain · Quantitative Imaging Biomarkers in Medicine (Quibim S.L.), Valencia, Spain +1

  16. LLM-Based Test Oracles: Source-of-Authority Taxonomy -- A Systematic Literature Review

    Jul 6, 2026Ali Hassaan Mughal, Muhammad BilalOraclesSystematic Review

    Independent Researcher, USA · Technical University of Munich, Germany

  17. Autonomous UAV Route Planning for Coverage Maximization in Environmental Monitoring: A Systematic Literature Review

    Jul 3, 2026Sebastian Jouannet-Contreras, Carola Figueroa-FloresUnmanned Aerial Vehicle TrajectoriesPath Planning

    Master Program in Computer Science Universidad del Bío-Bío Chillán, Chile · Dept. of Computer Science and Information Technology Universidad del Bío-Bío Chillán, Chile

  18. Mental Health Disorder Detection Beyond Social Media: A Systematic Review of Available Datasets

    Jul 3, 2026Sadiya Sayara Chowdhury Puspo, Ana-Maria Bucur, Stevie Chancellor +2Mental HealthDepression

    George Mason University, USA · Università della Svizzera italiana, Switzerland · University of Minnesota, USA

  19. The Individual-Targeting Assumption: A Systematic Review of Proactive Robots in Human Group Settings

    Jul 2, 2026Tauhid Tanjim, Tasmia Mayen, Malte F. Jung +1Human-Robot InteractionHuman Agency

    Department of Information Science at Cornell University, Ithaca, NY 14850, USA · School of Education, Louisiana State University, Baton Rouge, LA 70802, USA

  20. Can LLM-as-a-Judge Reliably Verify Rubrics in Agentic Scenarios?

    Jun 29, 2026Yangda Peng, Yunjia Qi, Haotian Xia +8Rubric-Based ScoringLlm-As-A-Judge

    Department of Computer Science and Technology, Tsinghua University · Tencent Hunyuan

  21. Charting the Growth of Social-Physical HRI (spHRI): A Systematic Review Pipeline Augmented by Small Language Models

    Jun 24, 2026Mayumi Mohan, Ju-Hung Chen, Alexis E. BlockSystematic ReviewHuman-Robot Interaction

    Case Western Reserve University Cleveland, USA

  22. Reinforcement Learning for Software Vulnerability Analysis: A Systematic Review with Emphasis on C/C++ Source Code and Static Analysis

    Jun 24, 2026Bruno Caro-Vásquez, Carola Figueroa-Flores, Gastón MarquezSystematic ReviewLocalization

    Master’s Student in Computer Science, Universidad del Bío-Bío, Chile · Department of Computer Science and Information Technology, Universidad del Bío-Bío, Chile

  23. Understanding LLMs in Title-Abstract Screening: From Disagreements to Recommendations

    Jun 16, 2026Mika Mäntylä, Patricia Matsubara, Katia Romero Felizardo +5Systematic ReviewPeer Review

    University of Helsinki, Finland · UFMS, Brazil · UTFPR – Federal University of Technology - Paraná, Brazil +3

  24. Self-Explainability in Self-Adaptive and Self-Organising Systems: Status and Research Directions

    Jun 8, 2026Tom Beyer, Svea Wisy, Sven TomfordeExplainable Artificial IntelligenceExplainability

    Intelligent Systems Group, Kiel University, Germany

  25. Where's the Structure? A Systematic Literature Review of Empirical Research on Human-AI Collaboration and Hybrid Intelligence for Learning

    May 30, 2026Luis P. Prieto, Juan I. Asensio-Pérez, María Jesús Rodríguez-Triana +2Human-Ai CollaborationArtificial Intelligence Education

    GSIC-EMIC research group, Universidad de Valladolid (Spain) · GSIC-EMIC research group, Universidad de Valladolid (Spain) GICAP research group, Department of Digitization, Universidad de Burgos (Spain) · GICAP research group, Department of Digitization, Universidad de Burgos (Spain)

  26. Evaluating Factual Density in Multi-Source RAG: A Study in Medical AI Accuracy

    May 29, 2026Michael R. DeMarcoHievi-RagMultimodal Retrieval Augmented Generation

    NexusAgentics / Ghost Audit

  27. Remote Teleoperation of Endovascular Intervention Robots: A Systematic Review

    May 21, 2026Xingyu Chen, Yinchao Yang, Nikola Fischer +5CathetersTeleoperation

    School of Biomedical Engineering & Imaging Sciences, King’s College London, WC2R 2LS London, U.K. · Department of Engineering, King’s College London, WC2R 2LS London, U.K. · Department of Neuroradiology, King’s College Hospital, SE5 9RS London, U.K.

  28. Incentives Of EdTech: A Systematic Review Of EduNLP Research

    May 13, 2026Gabrielle Gaudeau, Aoife O'Driscoll, Jasper Degraeuwe +3IncentivesSystematic Review

    ALTA Institute, Computer Laboratory, University of Cambridge (UK) · Ghent University (Belgium) · Bocconi University (Italy) +1

  29. SoK: A Systematic Bidirectional Literature Review of AI & DLT Convergence

    May 11, 2026Ali Irzam Kathia, Yimika Erinle, Abylay Satybaldy +3Artificial Intelligence InfrastructureBlockchain

    Exponential Science Foundation, Lugano, Switzerland

  30. MedMeta: A Benchmark for LLMs in Synthesizing Meta-Analysis Conclusion from Medical Studies

    May 10, 2026Huy Hoang Ha, Benoit Favre, Francois PortetClinical Reasoning TrainingSystematic Review

  31. Large Language Models for Web Accessibility: A Systematic Literature Review

    May 6, 2026Wajdi Aljedaani, Rubel Hassan MollikAccessibilityLarge Language Model Evaluation

    Saudi Data & AI Authority · Riyadh, KSA · University of North Texas +1

  32. Beyond Accuracy: LLM Variability in Evidence Screening for Software Engineering SLRs

    Apr 29, 2026Gilberto Sussumu Hida, Danilo Monteiro Ribeiro, Erika YahataSystematic ReviewScreening

    AIBL · CESAR School · CMCC +1

  33. A systematic literature Review for Transformer-based Software Vulnerability detection

    Apr 27, 2026Fiza Naseer, Javed Ali Khan, Muhammad Yaqoob +2Model VulnerabilitiesSystematic Review

  34. Ensembles of Large Language Models for Identifying EQ-5D Studies in PubMed Based on Their Abstracts

    Apr 24, 2026Zhyar Rzgar K. Rostam, Márta Péntek, János Tibor Czere +3Systematic ReviewBiomedical Text

    Doctoral School of Applied Informatics and Applied Mathematics, Obuda University, Budapest, Hungary · John von Neumann Faculty of Informatics, Obuda University, Budapest, Hungary · HECON Health Economics Research Center, University Research and Innovation Center, Obuda University, Budapest, Hungary +3

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

    Apr 24, 2026Harshit Joshi, Priyank Shethia, Jadelynn Dao +1Systematic ReviewResearch Automation

    Computer Science Department, Stanford University

  36. A systematic review of generative AI usage for IT project management

    Apr 23, 2026Ionut Anghel, Tudor CioaraGenerative Artificial IntelligenceSystematic Review

    Computer Science Department, Technical University of Cluj-Napoca,Cluj-Napoca, Romania

  37. A Large-Scale, Cross-Disciplinary Corpus of Systematic Reviews

    Apr 23, 2026Pierre Achkar, Tim Gollub, Arno Simons +2Systematic ReviewOpenalex Metadata

    Leipzig University; Fraunhofer ISI · Bauhaus-Universität Weimar · TU Berlin +2

  38. A Systematic Review and Taxonomy of Reinforcement Learning-Model Predictive Control Integration for Linear Systems

    Apr 22, 2026Mohsen Jalaeian Farimani, Roya Khalili Amirabadi, Davoud Nikkhouy +3Model Predictive ControlSystematic Review

    Department of Electronics, Information and Bioengineering (DEIB), Politecnico di Milano, Milan, Italy · Department of Applied Mathematics, Ferdowsi University of Mashhad, Mashhad, Iran · Department of Applied Mathematics, Faculty of Mathematical Sciences, University of Guilan, Rasht, Iran +2

  39. Auto-ART: Structured Literature Synthesis and Automated Adversarial Robustness Testing

    Apr 22, 2026Abhijit TalluriAdversarial EvaluationArt

    Independent Researcher

  40. Aligning Stuttered-Speech Research with End-User Needs: Scoping Review, Survey, and Guidelines

    Apr 22, 2026Hawau Olamide Toyin, Mutiah Apampa, Toluwani Aremu +6Systematic ReviewSurvey

    MBZUAI, UAE · SpeechCare, Portugal & UAE · School of Health Sciences & IEETA, University of Aveiro, Portugal +2

  41. Where are the Humans? A Scoping Review of Fairness in Multi-agent AI Systems

    Apr 16, 2026Simeon Allmendinger, Luca Deck, Lucas MuellerAlgorithmic FairnessSystematic Review

    University of Bayreuth · Fraunhofer FIT

  42. Prompt-Driven Code Summarization: A Systematic Literature Review

    Apr 16, 2026Afia Farjana, Zaiyu Cheng, Antonio MastropaoloSoftware EngineeringSystematic Review

    William & Mary, USA

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

    Apr 8, 2026Yuki Kataoka, Masahiro Banno, Michihito Kyo +8Systematic ReviewResearch Automation

    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

  44. 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 ReviewClinical Trials

    Arizona State University · Mayo Clinic

  45. Data-Driven Registration and Modeling of Brain Deformation for Image-Guided Neurosurgery: A Systematic Review

    Feb 9, 2026Tiago Assis, Colin P. Galvin, Joshua P. Castillo +12Image RegistrationMultimodal Neuroimaging

    LASIGE, Faculty of Sciences, University of Lisbon, 1749-016 Lisbon, Portugal · Department of Neurosurgery and Department of Radiology, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA 02115, USA · Gina Cody School of Engineering and Computer Science, Concordia University, Montreal, QC H3G 2W1, Canada +5

  46. MAPLE: Medical Aspect-Based Summarization with Phrase-Level Evidence

    Jan 6, 2026Bohao Chu, Hendrik Damm, Tabea M. G. Pakull +5SummarizationClinical Notes

    University of Duisburg-Essen · University of Applied Sciences and Arts Dortmund · University Hospital Essen +1

  47. Adversarial Defense in Cybersecurity: A Systematic Review of GANs for Threat Detection and Mitigation

    Sep 24, 2025Tharcisse Ndayipfukamiye, Jianguo Ding, Doreen Sebastian Sarwatt +2Threat DetectionCybersecurity

    Department of Computer Science and Technology, University of Science and Technology Beijing · Department of Computer Science, Blekinge Institute of Technology

  48. Medical Reasoning in the Era of LLMs: A Systematic Review of Enhancement Techniques and Applications

    Aug 1, 2025Zizhan Ma, Wenxuan Wang, Meidan Ding +7Clinical Reasoning TrainingLLM Reasoning Strategies

    The Chinese University of Hong Kong · Renmin University of China · Shenzhen University +3

  49. DrugAgent: Reliable Multi-Agent Integration of Conflicting Biomedical Evidence for Drug-Target Interaction Assessment

    Aug 23, 2024Yoshitaka Inoue, Tianci Song, Xinling Wang +3Drug-Drug InteractionsDrug Discovery

    Department of Computer Science and Engineering, University of Minnesota, Minneapolis, MN, USA · Computational Biology Branch, National Library of Medicine, Bethesda, MD, USA · Khoury College of Computer Sciences, Northeastern University, Arlington, VA, USA +2

  50. A Systematic Review of NLP for Ghanaian Languages: Datasets, Models, and a Research Roadmap

    May 10, 2024Sheriff Issaka, Erick Rosas Gonzalez, Colene Agbo +18Low-Resource LanguagesNatural Language Processing

    African Languages Lab