Author

Jia-Rui Zhou

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Open access Sep 2026

FPNuNet: a frequency-aware prompt-guided network for nuclear segmentation and classification in immunohistochemistry images

On CD47-IHCNuSC, FPNuNet achieves the best instance-segmentation and aggregate subtype-classification performance among all evaluated methods under challenging IHC staining conditions and is suggested to provide a promising framework for robust biomarker-oriented computational pathology analysis.

Lu-Lu Qin, Zhi-Gang Pei, Xu-Dong He et al. · GigaScience · 0 citations

Open access Jul 2026

Light-based vat-polymerization of electroconductive gelatin methacryloyl composite hydrogels for soft tissue interfacing.

These findings position light-based vat-polymerized electroconductive composites as a promising platform for the development of anatomically conformal materials tailored for soft tissue interfacing.

Kamil Elkhoury, Jia-Rui Zhou, Sadaf Usmani et al. · International Journal of Bio... · 0 citations