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- Yong‐Xin GuoSuggested from co-authorship
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Works9 from public data
- Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation39
Siamese-Diffusion is introduced, a novel dual-component model comprising Mask-Diffusion and Image-Diffusion that boosts SANet’s mDice and mIoU by 3.6% and 4.4% on the Polyps, while UNet improves by 1.52% and 1.64% on the ISIC2018.
- Video Super-Resolution for Wireless Capsule Endoscopy Imaging Sensor11
A block-based temporal attention alignment network (BTAAN) is proposed to build accurate and robust correspondences among consecutive frames under poor video quality and reduces the computational complexity significantly, which makes it hardware-friendly.
- Learn From Zoom: Decoupled Supervised Contrastive Learning For WCE Image Classification8
This work uses uniformly down-sampled WCE images as anchors and WCE images from the same class, especially their zoomed-in images, as positives to learn robust representations from zoomed-in WCE images generated by Saliency Augmentor, facilitated by Decoupled Supervised Contrastive Learning.
- InvNorm: Domain Generalization for Object Detection in Gastrointestinal Endoscopy3
This work proposes a multi-domain GI dataset and a light, plug-in block called InvNorm(Invertible Normalization), which could achieve a better generalization performance in any structure, and utilizes normalizing flow to achieve invertible and explainable style normalization to address the generalization problem in GI endoscopy.
- A Multi-Level Cross-Modal Edge Filtering Method for High-Resolution Optical-SAR Image Registration–
A hand-crafted keypoint-based cross-modal registration method, incorporating multi-level edge filtering and hybrid feature detection in SAR-specific preprocessing and multi-level hybrid filtering is proposed, incorporating multi-level edge filtering and hybrid feature detection.
- Dehydrocostus lactone attenuates sepsis-associated neuroinflammation by directly targeting JAK2 identified through thermal proteome profiling–
Investigation of the protective effects and target mechanism of DL on CLP-induced septic mice and LPS-stimulated BV2 microglia found it suppressed JAK2 phosphorylation and downstream STAT3 activation, thereby inhibiting neuroinflammatory responses.
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Publication data from OpenAlex; citation counts are the higher of OpenAlex and Semantic Scholar, last synced 2026-10-11. One-sentence summaries under some papers are written by Semantic Scholar’s model. Citation counts may be lower than on Google Scholar, which indexes more sources.
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