"Integrative habitat analysis and multi-instance deep learning for ..."

Xiaoxiao Huang et al. (2025)

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DOI: 10.1186/S12880-025-01828-5

access: open

type: Journal Article

metadata version: 2025-07-31

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Xiaoxiao Huang, Xiaoxin Huang, Yurun Xie, Kui Wang, Housheng Bai, Ruiling Ning, Xiqi Zhu, Deyou Huang, Guanqiao Jin:
Integrative habitat analysis and multi-instance deep learning for predictive model of PD-1/PD-L1 immunotherapy efficacy in NSCLC patients: a dual-center retrospective study. BMC Medical Imaging 25(1): 288 (2025)

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