Li Tong, Ph.D.

Li Tong, Ph.D.

Assistant Professor, School of Biomedical Engineering, Shenzhen University

Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

Integrating multi-omics data with EHR for precision medicine using advanced artificial intelligence

Published in IEEE Reviews in Biomedical Engineering, 2023

This paper is a review paper on multi-modal biomedical data integration for precision medicine.

Recommended citation: Tong L, Shi W, Isgut M, Zhong Y, Lais P, Gloster L, Sun J, Swain A, Giuste FO, and Wang MD. " Integrating multi-omics data with EHR for precision medicine using advanced artificial intelligence. " IEEE Reviews in Biomedical Engineering. 2023 Oct 12;17:80-97.
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Deep Learning based Feature-Level Integration of Multi-Omics Data for Breast Cancer Patients Survival Analysis

Published in BMC Medical Informatics and Decision Making, 2020

Developed a cross-modality translation network to integrate multi-omics data for cancer survival analysis.

Recommended citation: Tong L, Mitchel J, Chatlin K, Wang MD. "Deep Learning based Feature-Level Integration of Multi-Omics Data for Breast Cancer Patients Survival Analysis. " BMC Medical Informatics and Decision Making. 2020 Sep 15;20(1):225.
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CAESNet: Convolutional AutoEncoder based Semi-supervised Network for Improving Multi-class Classification of Endomicroscopic Images

Published in Journal of American Medical Informatics Association, 2019

Developed a convolutional autoencoder for semi-supervised learning of endomicroscopic images for improved diagnosis of Barrett’s Esophagus (BE).

Recommended citation: Tong L, Wu H, and Wang MD. " CAESNet: Convolutional AutoEncoder based Semi-supervised Network for Improving Multi-class Classification of Endomicroscopic Images. " Journal of American Medical Informatics Association. 2019 Nov;26(11):1286-96.
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