Deep spectral component filtering as a foundation model for spectral analysis demonstrated in metabolic profiling

作者：Bingsen Xue, Xinyuan Bi, Zheyi Dong, Yong Xu, Minghui Liang, Xin Fang, Yizhe Yuan, Ruoxi Wang, Shuyu Liu, Rushi Jiao, Yuze Chen, Weitao Zu, Chengxiang Wang, Jianhao Zhang, Jiang Liu, Qin Zhang, Ye Yuan, Midie Xu, Ya Zhang, Yanfeng Wang, Jian Ye, Cheng Jin · 发表于：Nature Machine Intelligence · 年份：2025 · DOI：10.1038/s42256-025-01027-5 · 被引用次数：25 · 研究领域：Metabolomics and Mass Spectrometry Studies、Spectroscopy Techniques in Biomedical and Chemical Research、Spectroscopy and Chemometric Analyses