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Ying-xue Wu

As seen in: Nature
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Articles

Ultrasound-guided deep learning framework with whole slide images for molecular subtyping of breast cancer: a multicentre, retrospective study

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By Ying-xue Wu, Bei Wei, Yin Zheng, Tian Jiang, Kai Wang, Xiao-Mao Luo, Vicky Wang, Dan Su, Gao-Jun Teng, Dong Xu, Wei-Jie Zou, Lin-Feng Zheng, Bo-Jian Feng, Jin-Cao Yao, Lu-Jiao Lv, Xin-Ying Zhu, Jia-Heng Huang, Shi-Hao Xu
| Nature Verified
Abstract Accurate molecular subtyping of breast cancer is essential for personalized therapy, yet inconsistencies between biopsy and postoperative immunohistochemistry (IHC) due to tumor heterogeneity and sampling limitations pose clinical challenges. We developed Ultrasound-Guided Pathomic Subtyping (US-GPS), a cross-modal framework enabling subtype prediction using ultrasound (US) alone, guided by IHC-stained whole-slide images (WSIs) during training.
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Mn 3 O 4 Nanozymes Mitigate Salt Stress in Tomato ( Solanum lycopersicum ) by Scavenging Reactive Oxygen Species and Enhancing Photosynthesis Click to copy article link Article link copied!

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By Hai-bin Liu, Jing Wang, Ying-xue Wu
| dx.doi.org
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