文献库，生知库 | 链接生命科学的每一步

日期影响因子

M-GNN: A Graph Neural Network Framework for Lung Cancer Detection Using Metabolomics and Heterogeneous Graph Modeling.

M-GNN：一种利用代谢组学和异构图建模进行肺癌检测的图神经网络框架

期刊:International Journal of Molecular Sciences

影响因子:4.9

doi:10.3390/ijms26104655

Vaida Maria, Wu Jiawen, Himdiat Eyad, Haince Jean-FranÃ§ois, Bux Rashid A, Huang Guoyu, Tappia Paramjit S, Ramjiawan Bram, Ford W Rand

发表日期：2025

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Clinical Validation of Plasma Metabolite Markers for Early Lung Cancer Detection.

血浆代谢物标志物在肺癌早期检测中的临床验证

期刊:International Journal of Molecular Sciences

影响因子:4.9

doi:10.3390/ijms26104519

Zhang Lun, Zheng Jiamin, Bux Rashid A, Haince Jean-FranÃ§ois, Torres-Calzada Claudia, Mandal Rupasri, Maksymiuk Andrew, Huang Guoyu, Tappia Paramjit S, Joubert Philippe, Rolfo Christian D, Wishart David S

发表日期：2025

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Translational impact of machine learning-driven predictive modeling with pathway-based plasma metabolomic biomarkers for lung cancer detection

基于通路血浆代谢组学生物标志物的机器学习驱动预测模型在肺癌检测中的转化应用

期刊:Frontiers in Oncology

影响因子:3.3

doi:10.3389/fonc.2025.1718863

Himdiat, Eyad; Haince, Jean-François; Bux, Rashid A; Huang, Guoyu; Tappia, Paramjit S; Ramjiawan, Bram; Vaida, Maria

发表日期：2025

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Identification of a Novel Biomarker Panel for Breast Cancer Screening

鉴定一种用于乳腺癌筛查的新型生物标志物组合

期刊:International Journal of Molecular Sciences

影响因子:4.9

doi:10.3390/ijms252111835

Vaida, Maria; Arumalla, Kamala K; Tatikonda, Pavan Kumar; Popuri, Bharadwaj; Bux, Rashid A; Tappia, Paramjit S; Huang, Guoyu; Haince, Jean-François; Ford, W Randolph

发表日期：2024

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Metabolomics-Based Machine Learning Models Accurately Predict Breast Cancer Estrogen Receptor Status

基于代谢组学的机器学习模型能够准确预测乳腺癌雌激素受体状态

期刊:International Journal of Molecular Sciences

影响因子:4.9

doi:10.3390/ijms252313029

Arumalla, Kamala K; Haince, Jean-François; Bux, Rashid A; Huang, Guoyu; Tappia, Paramjit S; Ramjiawan, Bram; Ford, W Randolph; Vaida, Maria

免疫/内分泌

发表日期：2024

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