Construction and Multi-center Validation of a Model Based on Blending Ensemble Learning for Predicting Stroke-Associated Pneumonia Following Acute Ischemic Stroke

Mendeley Data 2026 Dataset Open access

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Authors: Xinying Liu, Shuo Yang
DOI: 10.17632/mj66gj92zm
Cited by: 0

Abstract

To improve upon the limited accuracy and generalizability of current screening instruments, this study aimed to develop and validate a high-performance model utilizing Blending Ensemble Learning for early precision screening and risk stratification of SAP.

Publication details

Journal / source
Mendeley Data
Publication date
21 April 2026
Document type
Dataset