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Xiaotian Pan

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Open access Jul 2026

Deep learning-based classification of colonoscopic images using an attention-enhanced ConvNeXt V2 architecture

An attention enhanced deep learning framework using ConvNeXt V2 for robust multi-class classification of colonoscopic images that demonstrates the effectiveness of modern convolutional architectures with embedded attention mechanisms in improving diagnostic performance in the analysis of colonoscopic images.

Xiaosheng Jin, Lu-Xi Chen, Liwei Xue et al. · 0 citations
Open access Aug 2026

Large-scale neuromorphic modeling of cortical networks on FPGA for investigating anesthetic-induced neural dynamics

A high-performance hardware implementation of large-scale neuromorphic system to investigate anesthetic-induced neural dynamics and paves the way for advanced brain–machine interfaces and closed-loop anesthetic delivery systems.

Chuan-Guang Wang, Xiaotian Pan, Si Chen et al. · 0 citations

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