Reproducibility in biomedical research

• TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods

  2024 BMJ article Decision Sciences Meta-analysis and systematic reviews Open access cited by 3 patents

  3,889

  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
• External validation of prognostic models: what, why, how, when and where?

  2020 Clinical Kidney Journal article Mathematics Statistical Methods in Epidemiology Open access

  880

  citations
• 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

  2021 BMJ Open article Decision Sciences Meta-analysis and systematic reviews Open access cited by 1 patent

  844

  citations
• There is no such thing as a validated prediction model

  2023 BMC Medicine article Mathematics Statistical Methods in Epidemiology Open access

  274

  citations
• Risk of bias of prognostic models developed using machine learning: a systematic review in oncology

  2022 Diagnostic and Prognostic Research review Mathematics Statistical Methods in Epidemiology Open access

  80

  citations
• Teaching open and reproducible scholarship: a critical review of the evidence base for current pedagogical methods and their outcomes

  2023 Royal Society Open Science article Decision Sciences Academic Publishing and Open Access Open access

  54

  citations
• Eleven strategies for making reproducible research and open science training the norm at research institutions

  2023 eLife article Decision Sciences Academic Publishing and Open Access Open access

  37

  citations

8 results