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Peiying Pan on Muck Rack

Peiying Pan

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Articles

A unified vision-language model for precision oncology and biomarker prediction in neuroblastoma

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By Jin Zhu, Ruizhen Hu, Qing Sun, Zhenzhen Zhao, Juan Carlos Cao, Kun Wang, Liyan Cui, Hongping Tang, Qianqian Fang, Sijin Jiang, Wenjian Zhang, Jiajun Xie, Shuo Kang, Dongyuan Xiao, Ming Xiao, Xuan Zhai, Yuntao Jia, Junyang Chen, Wei Yuan, Xiao Han, Le Lu, Junhan Zhao, Xiyue Wang, Yi Li, Jinxi Xiang, Biyue Zhu, Peiying Pan
| Nature Verified
Abstract Neuroblastoma is a leading cause of childhood cancer mortality, presenting persistent management challenges due to its biological heterogeneity and the limited accessibility of molecular profiling in routine practice. Here we present NEVA (NEuroblastoma Vision–language AI), a multimodal foundation model designed to address these barriers.
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