Guoyu Huang

Quebec, QC G1P4P5, Canada

Last Updated: 09/26/2026

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Found 10 publications

Smoking-Stratified Signal Decomposition and Feature Selection for Never-Smoker Cancer Classification in a Combined Lung-Breast Metabolomics Cohort.

Smoking-Stratified Signal Decomposition and Feature Selection for Never-Smoker Cancer Classification in a Combined Lung-Breast Metabolomics Cohort.

Journal: International journal of molecular sciences

Published: July 18, 2026

SEFA: Semantic Embedding-Based Feature Augmentation of Biomedical Language-Model Embeddings Improves Interpretable Metabolomic Prediction of Lung Cancer.

SEFA: Semantic Embedding-Based Feature Augmentation of Biomedical Language-Model Embeddings Improves Interpretable Metabolomic Prediction of Lung Cancer.

Journal: Biomedicines

Published: June 20, 2026

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

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

Journal: Frontiers in oncology

Published: October 04, 2025

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

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

Journal: International journal of molecular sciences

Published: March 26, 2025

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

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

Journal: International journal of molecular sciences

Published: March 21, 2025

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

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

Journal: International journal of molecular sciences

Published: October 19, 2024

Identification of a Novel Biomarker Panel for Breast Cancer Screening.

Identification of a Novel Biomarker Panel for Breast Cancer Screening.

Journal: International journal of molecular sciences

Published: August 05, 2024

Use of amantadine in the evaluation of response to chemotherapy in lung cancer: a pilot study.

Use of amantadine in the evaluation of response to chemotherapy in lung cancer: a pilot study.

Journal: Future science OA

Published: April 05, 2021

A High-Performing Plasma Metabolite Panel for Early-Stage Lung Cancer Detection.

A High-Performing Plasma Metabolite Panel for Early-Stage Lung Cancer Detection.

Journal: Cancers

Published: February 10, 2020

Liquid Biopsy in Lung Cancer Screening: The Contribution of Metabolomics. Results of A Pilot Study.

Liquid Biopsy in Lung Cancer Screening: The Contribution of Metabolomics. Results of A Pilot Study.

Journal: Cancers

Published: July 15, 2019

Showing 1-10 of 10

Last Updated: 09/26/2026