Heming Zhang

发表

Investigate the relevance of major signaling pathways in cancer survival using a biologically meaningful deep learning model

Fuhai Li, Jiarui Feng, Heming Zhang, 2020, bioRxiv.

Multi-omics data integration via novel interpretable k-hop graph attention network for signaling network inference

Fuhai Li, Jiarui Feng, Yixin Chen, 2022, bioRxiv.

Identification and Validation of Immune-Related Gene Prognostic Signature for breast cancer

L. Zeng, Bing‐Xia Zhou, Yaojun Zhou, 2021 .

Interpretable Drug Synergy Prediction with Graph Neural Networks for Human-AI Collaboration in Healthcare pdf

Yixin Chen, Heming Zhang, Fuhai Li, 2021, ArXiv.

Oxaliplatin derived monofunctional triazole-containing platinum(II) complex counteracts oxaliplatin-induced drug resistance in colorectal cancer.

Xinyu Wang, Heming Zhang, Shengnan Liu, 2021, Bioorganic chemistry.

Mining signaling flow to interpret mechanisms of synergy of drug combinations using deep graph neural networks

Philip R. O. Payne, Fuhai Li, P. Payne, 2021, bioRxiv.

Investigating the relevance of major signaling pathways in cancer survival using a biologically meaningful deep learning model

Heming Zhang, Jiarui Feng, Fuhai Li, 2021, BMC Bioinformatics.

Predicting Tumor Cell Response to Synergistic Drug Combinations Using a Novel Simplified Deep Learning Model

Fuhai Li, Philip R. O. Payne, Heming Zhang, 2020, bioRxiv.

Predicting Anticancer Drug Response With Deep Learning Constrained by Signaling Pathways

Fuhai Li, Yixin Chen, Heming Zhang, 2021, Frontiers in Bioinformatics.

Investigating the relevance of major signaling pathways in cancer survival using a biologically meaningful deep learning model

Fuhai Li, Jiarui Feng, Heming Zhang, 2021, BMC Bioinform..

Poliovirus receptor (PVR)-like protein cosignaling network: new opportunities for cancer immunotherapy

Feng Xu, Yu Tian, Chongli Zhong, 2021, Journal of experimental & clinical cancer research : CR.

A GLUT1 inhibitor-based fluorogenic probe for Warburg effect-targeted drug screening and diagnostic imaging of hyperglycolytic cancers.

Weijie Song, Xinyu Wang, Heming Zhang, 2021, Analytica chimica acta.

M3NetFlow: a novel multi-scale multi-hop modular graph AI model for multi-omics data integration and signaling network inference

Fuhai Li, Yixin Chen, Heming Zhang, 2023, bioRxiv.

mosGraphGPT: a foundation model for multi-omic signaling graphs using generative AI

Heming Zhang, Michael Province, Yixin Chen, 2024, bioRxiv.