Steven W J Nijman

Guidelines and quality criteria for artificial intelligence-based prediction models in healthcare: a scoping review

2022 · 449 Zit. · npj Digital Medicine

Risk of bias in studies on prediction models developed using supervised machine learning techniques: systematic review

2021 · 332 Zit. · BMJ

Missing data is poorly handled and reported in prediction model studies using machine learning: a literature review

2021 · 226 Zit. · Journal of Clinical Epidemiology

Completeness of reporting of clinical prediction models developed using supervised machine learning: a systematic review

2022 · 119 Zit. · BMC Medical Research Methodology

Systematic review identifies the design and methodological conduct of studies on machine learning-based prediction models

2022 · 89 Zit. · Journal of Clinical Epidemiology

Protocol for a systematic review on the methodological and reporting quality of prediction model studies using machine learning techniques

2020 · 84 Zit. · BMJ Open

Systematic review finds “spin” practices and poor reporting standards in studies on machine learning-based prediction models

2023 · 56 Zit. · Journal of Clinical Epidemiology

Completeness of reporting of clinical prediction models developed using supervised machine learning: A systematic review

2021 · 14 Zit.