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Analysis of cardiovascular ultrasound and clinically relevant risk factors in ischemic stroke
Li, Y.; Xiao, Q.; Hu, W.; Li, X.; WANG, Y.; Zuo, M.; Yin, L.; Li, C.; Deng, Y.
2025-07-11
cardiovascular medicine
10.1101/2025.07.09.25331230
medRxiv
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Withdrawal statementThe authors have withdrawn their manuscript because of further methodological revisions and improvements. Therefore, the authors do not wish this work to be cited as reference for the project. If you have any questions, please contact the corresponding author.
Matching journals
●Non-profit
◐University press
○Commercial
The top 6 journals account for 50% of the predicted probability mass.
1
Journal of the American Heart Association
○
140 papers in training set
Top 0.3%
18.4%
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- Metabolic biomarkers for peripheral artery disease compared with coronary artery disease: Lipoprotein and metabolite profiling of 31,657 individuals from five prospective cohorts 95%
2
Atherosclerosis
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30 papers in training set
Top 0.1%
15.0%
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- Family history and polygenic risk of cardiovascular disease: independent factors associated with secondary cardiovascular manifestations in patients undergoing carotid endarterectomy 96%
- Subclinical Vascular Composites Predict Clinical Cardiovascular Disease, Stroke, and Dementia: The Multi-Ethnic Study of Atherosclerosis (MESA) 95%
- Evaluation of fractional flow reserve and atherosclerotic plaque characteristics on coronary non-contrast T1-weighted magnetic resonance imaging 94%
3
Frontiers in Cardiovascular Medicine
○
53 papers in training set
Top 0.4%
6.2%
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- Carotid atherosclerosis in people of European, South Asian and African Caribbean ethnicity in the Southall and Brent Revisited study (SABRE) 95%
- Endothelial Nitric Oxide Synthase (eNOS) S1176 phosphorylation status governs atherosclerotic lesion formation 94%
- Predicting long-term prognosis after percutaneous coronary intervention in patients with acute coronary syndromes: a prospective nested case-control analysis for county-level health services 94%
4
European Heart Journal
◐
22 papers in training set
Top 0.2%
5.1%
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- Lipoprotein(a) and cardiovascular disease: prediction, attributable risk fraction and estimating benefits from novel interventions 94%
- Development and validation of a risk prediction algorithm for high-risk populations combining genetic and conventional risk factors of cardiovascular disease 94%
- Mortality Risk and Treatment Disparities in the Chinese SMuRF-less STEMI Patients: A Nationwide Cohort Study 93%
5
The American Journal of Cardiology
○
17 papers in training set
Top 0.4%
4.3%
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- Sodium-glucose Cotransporter-2 Inhibitors Stabilize Coronary Plaques in Acute Coronary Syndrome with Diabetes Mellitus 95%
- Association of left atrial structure and function with cognitive function among adults with metabolic syndrome 94%
- Multiple Biomarkers to Predict Major Adverse Cardiovascular Events in Patients With Coronary Chronic Total Occlusions 94%
50% of probability mass above
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.