Tong L - Search Results

1

Integrating Multi-Omics Data With EHR for Precision Medicine Using Advanced Artificial Intelligence.

Tong L, Shi W, Isgut M, Zhong Y, Lais P, Gloster L, Sun J, Swain A, Giuste F, Wang MD. Tong L, et al. IEEE Rev Biomed Eng. 2024;17:80-97. doi: 10.1109/RBME.2023.3324264. Epub 2024 Jan 12. IEEE Rev Biomed Eng. 2024. PMID: 37824325 Review.

2

Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review.

Giuste F, Shi W, Zhu Y, Naren T, Isgut M, Sha Y, Tong L, Gupte M, Wang MD. Giuste F, et al. Among authors: tong l. IEEE Rev Biomed Eng. 2023;16:5-21. doi: 10.1109/RBME.2022.3185953. Epub 2023 Jan 5. IEEE Rev Biomed Eng. 2023. PMID: 35737637

3

Integrating multi-omics data by learning modality invariant representations for improved prediction of overall survival of cancer.

Tong L, Wu H, Wang MD. Tong L, et al. Methods. 2021 May;189:74-85. doi: 10.1016/j.ymeth.2020.07.008. Epub 2020 Aug 5. Methods. 2021. PMID: 32763377

4

COVID-19 Automatic Diagnosis With Radiographic Imaging: Explainable Attention Transfer Deep Neural Networks.

Shi W, Tong L, Zhu Y, Wang MD. Shi W, et al. Among authors: tong l. IEEE J Biomed Health Inform. 2021 Jul;25(7):2376-2387. doi: 10.1109/JBHI.2021.3074893. Epub 2021 Jul 27. IEEE J Biomed Health Inform. 2021. PMID: 33882010 Free PMC article.

5

Explainable synthetic image generation to improve risk assessment of rare pediatric heart transplant rejection.

Giuste FO, Sequeira R, Keerthipati V, Lais P, Mirzazadeh A, Mohseni A, Zhu Y, Shi W, Marteau B, Zhong Y, Tong L, Das B, Shehata B, Deshpande S, Wang MD. Giuste FO, et al. Among authors: tong l. J Biomed Inform. 2023 Mar;139:104303. doi: 10.1016/j.jbi.2023.104303. Epub 2023 Feb 2. J Biomed Inform. 2023. PMID: 36736449 Free PMC article.

6

Improving Multi-class Classification for Endomicroscopic Images by Semi-supervised Learning.

Wu H, Tong L, Wang MD. Wu H, et al. Among authors: tong l. IEEE EMBS Int Conf Biomed Health Inform. 2017 Feb;2017:10.1109/bhi.2017.7897191. doi: 10.1109/bhi.2017.7897191. Epub 2017 Apr 13. IEEE EMBS Int Conf Biomed Health Inform. 2017. PMID: 32601618 Free PMC article.

7

Deep learning based feature-level integration of multi-omics data for breast cancer patients survival analysis.

Tong L, Mitchel J, Chatlin K, Wang MD. Tong L, et al. BMC Med Inform Decis Mak. 2020 Sep 15;20(1):225. doi: 10.1186/s12911-020-01225-8. BMC Med Inform Decis Mak. 2020. PMID: 32933515 Free PMC article.

8

Introduction of medical genomics and clinical informatics integration for p-Health care.

Tong L, Wu H, Wang MD, Wang G. Tong L, et al. Prog Mol Biol Transl Sci. 2022;190(1):1-37. doi: 10.1016/bs.pmbts.2022.05.002. Epub 2022 Jul 30. Prog Mol Biol Transl Sci. 2022. PMID: 36007995

9

A Translational Pipeline for Overall Survival Prediction of Breast Cancer Patients by Decision-Level Integration of Multi-Omics Data.

Mitchel J, Chatlin K, Tong L, Wang MD. Mitchel J, et al. Among authors: tong l. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2019 Nov;2019:1573-1580. doi: 10.1109/bibm47256.2019.8983243. Epub 2020 Feb 6. Proceedings (IEEE Int Conf Bioinformatics Biomed). 2019. PMID: 32601549 Free PMC article.

10

CAESNet: Convolutional AutoEncoder based Semi-supervised Network for improving multiclass classification of endomicroscopic images.

Tong L, Wu H, Wang MD. Tong L, et al. J Am Med Inform Assoc. 2019 Nov 1;26(11):1286-1296. doi: 10.1093/jamia/ocz089. J Am Med Inform Assoc. 2019. PMID: 31260038 Free PMC article.

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