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ClinMamba: Leveraging state–space modeling for medication prediction in Electronic Medical Records

With the growth of Electronic Medical Records (EMRs), extracting clinical knowledge for precise diagnosis and treatment is crucial in smart healthcare. However, drug prescription prediction models struggle with multi-modal information fusion, temporal dependency, and class imbalance, limiting their...

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Hlavní autoři: Yongwei Liu, Yuguang Wang, Si Ji, Yong Jiang
Médium: Artigo
Jazyk:Inglês
Vydáno: Elsevier 2025-11-01
Edice:Alexandria Engineering Journal
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On-line přístup:http://www.sciencedirect.com/science/article/pii/S1110016825010579
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