A model for enhancing pattern recognition in clinical narrative datasets through text-based feature selection and SHAP technique

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A model for enhancing pattern recognition in clinical narrative datasets through text-based feature selection and SHAP technique

Clinical narratives contain crucial patient information for predicting cardiac failure. Accurate and timely cardiac failure recognition (CFR) significantly impacts patient outcomes but faces challenges like limited dataset sizes, feature space sparsity, and underutilization of vital sign data. This...

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Bibliographic Details
Main Authors:	Dalhatu, Sirajo Muhammad, Azmi Murad, Masrah Azrifah
Format:	Article
Language:	English
Published:	Politeknik Negeri Padang 2024
Online Access:	http://psasir.upm.edu.my/id/eprint/118176/ http://psasir.upm.edu.my/id/eprint/118176/1/118176.pdf

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