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

• P22-08 Bridging nanotoxicology and artificial intelligence: systematic evidence mapping and training needs

  2026 Toxicology Letters article Materials Science Nanoparticles: synthesis and applications

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  citations
• Correspondence on ‘Evaluating machine learning tools to assist title and abstract screening in systematic literature reviews: a report based on the EULAR RA Management Recommendations Task Force’ by Konzett et al.

  2026 Annals of the Rheumatic Diseases letter Decision Sciences Meta-analysis and systematic reviews

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  citations
• Effects of timing of meal intake on glucose metabolism: a systematic review and meta-analysis of human intervention studies

  2026 Nutrition Metabolism and Cardiovascular Diseases review Medicine Dietary Effects on Health Open access

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  citations
• Factors Associated with Healthcare Providers’ Lifestyle Information Provision to Adult Patients in Oncology: A Systematic Literature Review

  2026 Behavioral Medicine review Health Professions Patient-Provider Communication in Healthcare Open access

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  citations
• Evaluating machine learning tools to assist title and abstract screening in systematic literature reviews: a report based on the EULAR RA Management Recommendations Task Force

  2026 Annals of the Rheumatic Diseases review Decision Sciences Meta-analysis and systematic reviews Open access

  2

  citations
• The effect of timing of physical exercise on glycemia: a systematic review and meta-analysis of human intervention studies

  2026 Journal of Diabetes & Metabolic Disorders review Medicine Physical Activity and Health Open access

  2

  citations
• Temperature-Dependent Bioaccumulation of Metals in Marine Mollusks: Integrating Thermal Performance Curves, Machine Learning, and Toxicokinetic Modeling

  2026 Environmental Science & Technology article Environmental Science Environmental Toxicology and Ecotoxicology

  1

  citations
• Smart metrology techniques for additive manufacturing

  2026 The International Journal of Advanced Manufacturing Technology article Engineering Additive Manufacturing and 3D Printing Technologies

  1

  citations
• Research on patient-facing chatbots based on large language models in the care of older people: a living systematic review

  2026 European Geriatric Medicine review Medicine Artificial Intelligence in Healthcare and Education Open access

  3

  citations
• The effect of identity-related interventions on physical activity- and smoking-related identities and behavior: a mixed-methods systematic review

  2026 Systematic Reviews review Psychology Behavioral Health and Interventions Open access

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  citations
• Impact of the Built Environment on Occupants’ Well-Being-Related Perceptions and Health Behaviors: A Scoping Review

  2026 European Review of Applied Psychology article Psychology Facilities and Workplace Management Open access

  1

  citations
• Exploring what works, for whom, under what circumstances to transform systems: realist synthesis protocol of four ongoing studies and literature addressing health inequalities

  2025 BMJ Open article Health Professions Health Policy Implementation Science Open access

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  citations
• Impact of parental adverse childhood experiences on children’s healthcare utilisation: a systematic review

  2025 Journal of Epidemiology & Community Health review Psychology Child Abuse and Trauma Open access

  1

  citations
• Algorithmic tools to help social workers in child protection service make well-informed decisions: A scoping review

  2025 Child Abuse & Neglect article Social Sciences Child Welfare and Adoption Open access

  8

  citations
• A scoping review of definitions and conceptualizations of ecosyndemics in syndemic research

  2025 medRxiv preprint Medicine Chronic Disease Management Strategies Open access

  0

  citations
• Personalized Interactive Music Systems for Physical Activity and Exercise: Exploratory Systematic Review and Meta-Analysis

  2025 JMIR Human Factors review Medicine Physical Activity and Health Open access

  7

  citations
• The impact of parental adverse childhood experiences on children’s healthcare utilisation: a systematic review

  2025 medRxiv preprint Psychology Child Abuse and Trauma Open access

  1

  citations
• Interventions on fear of dementia among middle‐aged and older adults: A scoping review

  2025 Alzheimer s & Dementia Behavior & Socioeconomics of Aging article Medicine Dementia and Cognitive Impairment Research Open access

  2

  citations
• Effect of timed exercise interventions on patient-reported outcome measures: A systematic review

  2025 PLoS ONE review Medicine Physical Activity and Health Open access

  2

  citations
• Artificial Intelligence as a New Research Ally? Performing AI-Assisted Systematic Literature Reviews in Health Economics

  2025 PharmacoEconomics review Decision Sciences Meta-analysis and systematic reviews Open access

  9

  citations

• Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal

  2020 BMJ review Medicine COVID-19 Clinical Research Studies Open access cited by 14 patents

  3,076

  citations

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