Constanza L. Andaur Navarro

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 · 757 Zit. · BMJ Open

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

2021 · 342 Zit. · BMJ

PROBAST+AI: an updated quality, risk of bias, and applicability assessment tool for prediction models using regression or artificial intelligence methods

2025 · 226 Zit. · BMJ

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

2022 · 129 Zit. · BMC Medical Research Methodology

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

2022 · 122 Zit. · BMC Medical Research Methodology

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

2021 · 108 Zit. · Journal of Clinical Epidemiology

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

2022 · 93 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

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

2022 · 63 Zit. · Diagnostic and Prognostic Research

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

2023 · 57 Zit. · Journal of Clinical Epidemiology

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

2023 · 37 Zit. · Journal of Clinical Epidemiology

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

2021 · 14 Zit. · medRxiv

SPIN-PM: a consensus framework to evaluate the presence of spin in studies on prediction models

2024 · 8 Zit. · Journal of Clinical Epidemiology