Integration of artificial intelligence and multi-omics for precision medicine

• 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
• Eleven grand challenges in single-cell data science

  2020 Genome biology article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access cited by 2 patents

  1,504

  citations
• Swarm Learning for decentralized and confidential clinical machine learning

  2021 Nature article Computer Science Privacy-Preserving Technologies in Data Open access cited by 9 patents

  901

  citations
• Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

  2022 Nature Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access cited by 1 patent

  900

  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
• 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
• Effective sample size for individual risk predictions: quantifying uncertainty in machine learning models

  2025 The Lancet Digital Health article Mathematics Statistical Methods in Epidemiology Open access

  2

  citations

8 results