Author

Qin-Cheng Qiao

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Preprint Sep 2026

CRISP: Corneal Confocal Microscopy Real-Time Image Stitching Pipeline

Morphology of the sub-basal nerve plexus (SNP) reflects peripheral nerve health, and corneal confocal microscopy (CCM) provides an important means for in vivo, real-time, non-invasive observation of the SNP. However, mainstream CCM devices offer a limited field of view per frame, whereas the SNP is spatially non-unifor...

Qin-Cheng Qiao, Pu-Li Zhang, Jian Zhou et al. · 0 citations

Jul 2026

ReMoE: Report-Guided Mixture-of-Experts for Multimodal OCT/OCTA Anomaly Detection

Report-Guided Mixture-of-Experts (ReMoE) is proposed, which distills normal report semantics into an image-to-text prior student, builds modality-aware priors, and uses Report-Guided Modality Modulation (RMM) to modulate features through mixture-of-experts routing.

Zi-Han Nie, Qin-Cheng Qiao, Muhao Xu et al. · arXiv.org · 0 citations