External validation is necessary in prediction research:

• Predicting Radionecrosis After Stereotactic Radiation Therapy for Solitary Brain Metastases: External Validation of a Univariable Model and Development of a Multivariable Model

  2025 Advances in Radiation Oncology article Medicine Brain Metastases and Treatment Open access

  2

  citations
• Validation of the prognostic model “oncologiq palliative” for head and neck cancer patients

  2025 European Archives of Oto-Rhino-Laryngology article Medicine Head and Neck Cancer Studies Open access

  1

  citations
• Robust Metabolomic Age Prediction Based on a Wide Selection of Metabolites

  2025 The Journals of Gerontology Series A article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access

  11

  citations
• Application of Machine Learning in Nanotoxicology: A Critical Review and Perspective

  2024 Environmental Science & Technology article Materials Science Machine Learning in Materials Science Open access

  32

  citations
• Robust metabolomic age prediction based on a wide selection of metabolites

  2023 medRxiv preprint Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies Open access

  1

  citations
• Using Machine Learning to Predict Adverse Effects of Metallic Nanomaterials to Various Aquatic Organisms

  2023 Environmental Science & Technology article Environmental Science Environmental Toxicology and Ecotoxicology Open access cited by 1 patent

  92

  citations
• External validation of a prediction model for timely implementation of innovations in radiotherapy

  2023 Radiotherapy and Oncology article Health Professions Health Policy Implementation Science Open access

  6

  citations
• Methodological guidance for the evaluation and updating of clinical prediction models: a systematic review

  2022 BMC Medical Research Methodology review Mathematics Statistical Methods in Epidemiology Open access

  233

  citations
• External Validation and User Experiences of the ProPal-COPD Tool to Identify the Palliative Phase in COPD

  2022 International Journal of COPD article Medicine Palliative Care and End-of-Life Issues Open access

  5

  citations
• Clinical prediction models for mortality in patients with covid-19: external validation and individual participant data meta-analysis

  2022 BMJ review Medicine COVID-19 Clinical Research Studies Open access

  64

  citations
• Semiautomated surveillance of deep surgical site infections after colorectal surgeries: A multicenter external validation of two surveillance algorithms

  2022 Infection Control and Hospital Epidemiology article Medicine Surgical site infection prevention Open access

  13

  citations
• External validation of a frequently used prediction model for ongoing pregnancy in couples with unexplained recurrent pregnancy loss

  2021 Human Reproduction article Immunology and Microbiology Reproductive System and Pregnancy Open access

  19

  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
• Early differentiation between uncomplicated and complicated Staphylococcus aureus bacteraemia: Potential value and limitations of a clinical risk score

  2020 International Journal of Clinical Practice article Medicine Antimicrobial Resistance in Staphylococcus Open access

  10

  citations

14 results