Jie Ma
Relevante Arbeiten
Meistzitierte Publikationen im Bereich Gesundheit & MedTech
A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models
2019 · 1.814 Zit. · Journal of Clinical Epidemiology
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 · 734 Zit. · BMJ Open
Risk of bias in studies on prediction models developed using supervised machine learning techniques: systematic review
2021 · 332 Zit. · BMJ
Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review
2022 · 124 Zit. · BMC Medical Research Methodology
Completeness of reporting of clinical prediction models developed using supervised machine learning: a systematic review
2022 · 119 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
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
Risk of bias of prognostic models developed using machine learning: a systematic review in oncology
2022 · 61 Zit. · Diagnostic and Prognostic Research
Systematic review finds “spin” practices and poor reporting standards in studies on machine learning-based prediction models
2023 · 56 Zit. · Journal of Clinical Epidemiology
Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review
2023 · 36 Zit. · Journal of Clinical Epidemiology
Completeness of reporting of clinical prediction models developed using supervised machine learning: A systematic review
2021 · 14 Zit.
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
Clinical prediction models using machine learning in oncology: challenges and recommendations
2025 · 5 Zit. · BMJ Oncology
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