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An Ensemble Deep Learning Algorithm for Structural Heart Disease Screening Using Electrocardiographic Images: PRESENT SHD.
medRxiv [Preprint]. 2024 Nov 7:2024.10.06.24314939. doi: 10.1101/2024.10.06.24314939.
medRxiv. 2024.
PMID: 39417095
Free PMC article.
Preprint.
Automated Transformation of Unstructured Cardiovascular Diagnostic Reports into Structured Datasets Using Sequentially Deployed Large Language Models.
Shankar SV, Dhingra LS, Aminorroaya A, Adejumo P, Nadkarni GN, Xu H, Brandt C, Oikonomou EK, Pedroso AF, Khera R.
Shankar SV, et al.
medRxiv [Preprint]. 2024 Oct 8:2024.10.08.24315035. doi: 10.1101/2024.10.08.24315035.
medRxiv. 2024.
PMID: 39417094
Free PMC article.
Preprint.
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Development and Multinational Validation of an Ensemble Deep Learning Algorithm for Detecting and Predicting Structural Heart Disease Using Noisy Single-lead Electrocardiograms.
Aminorroaya A, Dhingra LS, Pedroso Camargos A, Vasisht Shankar S, Coppi A, Khunte A, Foppa M, Brant LC, Barreto SM, Ribeiro ALP, Krumholz HM, Oikonomou EK, Khera R.
Aminorroaya A, et al.
medRxiv [Preprint]. 2024 Oct 8:2024.10.07.24314974. doi: 10.1101/2024.10.07.24314974.
medRxiv. 2024.
PMID: 39417103
Free PMC article.
Preprint.
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