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Xiaoying Pan on Muck Rack

Xiaoying Pan

As seen in: Nature, BMJ Open, Frontiers, MDPI, JAMA (The Journal of the American Medical Association)
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Articles

Fourier spatial attention guided diffusion model for optimizing exposure inconsistencies in endoscopic images

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By Yan Wang, Xiaoying Pan, Yiran Pan, Linjing Zhang, Danfeng Li, Yihang Wang, Kun Yang, Peng Yang
| Nature Verified
Abstract Endoscopic imaging faces challenges from complex anatomical structures, limited illumination angles, and variable environmental factors, which lead to inconsistent exposure and degrade image quality and diagnostic accuracy.
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A joint span-entity prediction approach with generative and cross-lingual meta-learning for low-resource Japanese NER - Scientific Reports

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By Xiaoli Shao, Demei Zhu, Qin Liu, Xiaoying Pan
| Nature Verified
Abstract Low-resource Japanese few-shot named entity recognition (NER) is hindered by limited annotations, imperfect cross-lingual alignment, and boundary ambiguity. MAML-ProtoNet + + is a hierarchical dynamic meta-learning framework that integrates generative augmentation, cross-lingual contrastive pretraining, fast meta-adaptation, and joint span–entity prediction in a unified training pipeline.
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Evolutionary analysis of the Dof family in plants and identification of its members in tobacco

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By Hao Chen, Xuebo Wang, Chuanliang Liu, Zhenrui Huang, Xiaoying Pan, Bolun Zhi, Jiqin Li, Zhuwen Ma, Weicai Zhao
| Frontiers
Abstract DNA-binding with One Finger (Dof) transcription factors are plant-specific regulators involved in diverse biological processes, including growth, development, and stress responses. However, the Dof family in tobacco (Nicotiana tabacum L.) remains poorly characterized. Here, we performed a genome-wide identification and comprehensive analysis of Dof genes in tobacco, revealing 75 NtDof members.
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