Author

Rencheng Song

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Open access Aug 2026

A Hybrid Convolutional, Mamba and Spiking Neural Network Architecture Search for Seizure Prediction

In recent years, deep learning technology has played an increasingly important role in seizure prediction based on electroencephalogram signals. However, the performance of deep learning algorithms is often highly dependent on the design of their neural network architectures; the process of manually designing neural ne...

Bo Yu, Chang Li, Ren-Cheng Song et al. · Cyborg and Bionic Systems · 0 citations

Aug 2026

Uncertainty as risk: A plug-and-play evidence-guided framework with error-aligned calibration for medical image segmentation.

The results demonstrate that the proposed "plug-and-play" evidence-guided framework for reliable medical image segmentation generally achieves a more consistent, spatially coherent uncertainty representation that better aligns with the true error, providing a practical tool for quality control and risk awareness in cli...

Chaojie Xing, Haolin Zhan, Ren-Cheng Song et al. · Medical Image Analysis · 0 citations