SHAP-Driven Feature Analysis Approach for Epileptic Seizure Prediction.

Predicting epileptic seizures presents a substantial difficulty in healthcare, with considerable implications for enhancing patient outcomes and quality of life. This paper presents an explainable artificial intelligence (AI) that integrates a one-dimensional convolutional neural network (1D-CNN) wi...

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Bibliographic Details
Published in:Journal of Medical Systems Vol. 49; no. 1; pp. 1 - 18
Main Authors: Hasan, Mohsin, Wu, Wenjuan, Zhao, Xufeng
Format: equations & formulas research tables/charts Journal Article
Published: Springer Nature 6/10/2025
Online Access:View this record in EBSCOhost