Shona Kirtley

Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review

2022 · 124 Zit. · BMC Medical Research Methodology

Reporting of prognostic clinical prediction models based on machine learning methods in oncology needs to be improved

2021 · 106 Zit. · Journal of Clinical Epidemiology

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

2022 · 61 Zit. · Diagnostic and Prognostic Research

Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review

2023 · 36 Zit. · Journal of Clinical Epidemiology

Larger sample sizes are needed when developing a clinical prediction model using machine learning in oncology: methodological systematic review

2025 · 13 Zit. · Journal of Clinical Epidemiology

Systematic review highlights high risk of bias of clinical prediction models for blood transfusion in patients undergoing elective surgery

2023 · 11 Zit. · Journal of Clinical Epidemiology

Peer review of prediction model studies in oncology needs improvement: A systematic review of open peer review reports from BMC journals

2025 · 0 Zit. · Journal of Clinical Epidemiology