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September 15, 2026 review Open access

Graph and Geometric Deep Learning for Intracranial Aneurysm Geometry and Hemodynamics: A Systematic Review with Implications for Neurovascular Implant Design and Evaluation

DOI: 10.3390/life16091538 Full text (OA) OpenAlex

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References 5

TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods
2024 BMJ article Decision Sciences Meta-analysis and systematic reviews Open access cited by 3 patents

3,889

citations
Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal
2020 BMJ review Medicine COVID-19 Clinical Research Studies Open access cited by 14 patents

3,076

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
2021 BMJ Open article Decision Sciences Meta-analysis and systematic reviews Open access cited by 1 patent

844

citations
Possible Contexts of Use for In Silico Trials Methodologies: A Consensus-Based Review
2021 IEEE Journal of Biomedical and Health Informatics article Medicine Artificial Intelligence in Healthcare and Education Open access

64

citations
Overinterpretation of findings in machine learning prediction model studies in oncology: a systematic review
2023 Journal of Clinical Epidemiology review Decision Sciences Meta-analysis and systematic reviews Open access

41

citations

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