Liu N - Search Results

1

Large language models in health care: Development, applications, and challenges.

Yang R, Tan TF, Lu W, Thirunavukarasu AJ, Ting DSW, Liu N. Yang R, et al. Among authors: liu n. Health Care Sci. 2023 Jul 24;2(4):255-263. doi: 10.1002/hcs2.61. eCollection 2023 Aug. Health Care Sci. 2023. PMID: 38939520 Free PMC article. Review.

2

Coronavirus disease 2019 (COVID-19): an evidence map of medical literature.

Liu N, Chee ML, Niu C, Pek PP, Siddiqui FJ, Ansah JP, Matchar DB, Lam SSW, Abdullah HR, Chan A, Malhotra R, Graves N, Koh MS, Yoon S, Ho AFW, Ting DSW, Low JGH, Ong MEH. Liu N, et al. BMC Med Res Methodol. 2020 Jul 2;20(1):177. doi: 10.1186/s12874-020-01059-y. BMC Med Res Methodol. 2020. PMID: 32615936 Free PMC article.

3

Shapley variable importance cloud for interpretable machine learning.

Ning Y, Ong MEH, Chakraborty B, Goldstein BA, Ting DSW, Vaughan R, Liu N. Ning Y, et al. Among authors: liu n. Patterns (N Y). 2022 Feb 22;3(4):100452. doi: 10.1016/j.patter.2022.100452. eCollection 2022 Apr 8. Patterns (N Y). 2022. PMID: 35465224 Free PMC article.

4

A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort study.

Ning Y, Li S, Ong MEH, Xie F, Chakraborty B, Ting DSW, Liu N. Ning Y, et al. Among authors: liu n. PLOS Digit Health. 2022 Jun 13;1(6):e0000062. doi: 10.1371/journal.pdig.0000062. eCollection 2022 Jun. PLOS Digit Health. 2022. PMID: 36812536 Free PMC article.

5

A universal AutoScore framework to develop interpretable scoring systems for predicting common types of clinical outcomes.

Xie F, Ning Y, Liu M, Li S, Saffari SE, Yuan H, Volovici V, Ting DSW, Goldstein BA, Ong MEH, Vaughan R, Chakraborty B, Liu N. Xie F, et al. Among authors: liu n, liu m. STAR Protoc. 2023 May 12;4(2):102302. doi: 10.1016/j.xpro.2023.102302. Online ahead of print. STAR Protoc. 2023. PMID: 37178115 Free PMC article.

6

Synthetic artificial intelligence using generative adversarial network for retinal imaging in detection of age-related macular degeneration.

Wang Z, Lim G, Ng WY, Tan TE, Lim J, Lim SH, Foo V, Lim J, Sinisterra LG, Zheng F, Liu N, Tan GSW, Cheng CY, Cheung GCM, Wong TY, Ting DSW. Wang Z, et al. Among authors: liu n. Front Med (Lausanne). 2023 Jun 22;10:1184892. doi: 10.3389/fmed.2023.1184892. eCollection 2023. Front Med (Lausanne). 2023. PMID: 37425325 Free PMC article.

7

Federated and distributed learning applications for electronic health records and structured medical data: a scoping review.

Li S, Liu P, Nascimento GG, Wang X, Leite FRM, Chakraborty B, Hong C, Ning Y, Xie F, Teo ZL, Ting DSW, Haddadi H, Ong MEH, Peres MA, Liu N. Li S, et al. Among authors: liu n, liu p. J Am Med Inform Assoc. 2023 Nov 17;30(12):2041-2049. doi: 10.1093/jamia/ocad170. J Am Med Inform Assoc. 2023. PMID: 37639629 Free PMC article.

8

A translational perspective towards clinical AI fairness.

Liu M, Ning Y, Teixayavong S, Mertens M, Xu J, Ting DSW, Cheng LT, Ong JCL, Teo ZL, Tan TF, RaviChandran N, Wang F, Celi LA, Ong MEH, Liu N. Liu M, et al. Among authors: liu n. NPJ Digit Med. 2023 Sep 14;6(1):172. doi: 10.1038/s41746-023-00918-4. NPJ Digit Med. 2023. PMID: 37709945 Free PMC article. Review.

9

Comparing Open-Access Database and Traditional Intensive Care Studies Using Machine Learning: Bibliometric Analysis Study.

Ke Y, Yang R, Liu N. Ke Y, et al. Among authors: liu n. J Med Internet Res. 2024 Apr 17;26:e48330. doi: 10.2196/48330. J Med Internet Res. 2024. PMID: 38630522 Free PMC article.

10

Disparities in clinical studies of AI enabled applications from a global perspective.

Yang R, Nair SV, Ke Y, D'Agostino D, Liu M, Ning Y, Liu N. Yang R, et al. Among authors: liu n, liu m. NPJ Digit Med. 2024 Aug 10;7(1):209. doi: 10.1038/s41746-024-01212-7. NPJ Digit Med. 2024. PMID: 39127820 Free PMC article.

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