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Jie Ma · Study
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Author
Jie Ma
6 works
· latest 2023
· 1 institutions
cluster: provisional
ORCID 0000-0002-3900-1903
Works
6 shown
Systematic review finds “spin” practices and poor reporting standards in studies on machine learning-based prediction models
Journal of Clinical Epidemiology
·
2023
·
11 authors
·
review
·
Open access
65
citations
Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review
Journal of Clinical Epidemiology
·
2023
·
12 authors
·
review
·
Open access
41
citations
Completeness of reporting of clinical prediction models developed using supervised machine learning: a systematic review
BMC Medical Research Methodology
·
2022
·
11 authors
·
review
·
Open access
126
citations
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
BMJ Open
·
2021
·
13 authors
·
Open access
851
citations
Reporting of prognostic clinical prediction models based on machine learning methods in oncology needs to be improved
Journal of Clinical Epidemiology
·
2021
·
12 authors
·
review
·
Open access
110
citations
Protocol for a systematic review on the methodological and reporting quality of prediction model studies using machine learning techniques
BMJ Open
·
2020
·
11 authors
·
review
·
Open access
84
citations