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Prediction of Left Ventricular Systolic Dysfunction from ICU Electrocardiograms Using Vision Transformer Embeddings and Multimodal Features.

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Title: Prediction of Left Ventricular Systolic Dysfunction from ICU Electrocardiograms Using Vision Transformer Embeddings and Multimodal Features.
Authors: Lenkowicz J; Fondazione Policlinico Universitario A. Gemelli IRCCS., di Giorgi N; Fondazione Policlinico Universitario A. Gemelli IRCCS.
Source: Studies in health technology and informatics [Stud Health Technol Inform] 2026 May 21; Vol. 336, pp. 133-137.
Publication Type: Journal Article
Journal Info: Publisher: IOS Press Country of Publication: Netherlands NLM ID: 9214582 Publication Model: Print Cited Medium: Internet ISSN: 1879-8365 (Electronic) Linking ISSN: 09269630 NLM ISO Abbreviation: Stud Health Technol Inform Subsets: MEDLINE
Database: MEDLINE Ultimate
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        Value: 10.3233/SHTI260123
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        StartPage: 133
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      – TitleFull: Prediction of Left Ventricular Systolic Dysfunction from ICU Electrocardiograms Using Vision Transformer Embeddings and Multimodal Features.
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              Text: 2026 May 21
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