Vaughan R - Search Results

1

Cohort profile: AI-driven national Platform for CCTA for clinicaL and industriaL applicatiOns (APOLLO).

Baskaran L, Leng S, Dutta U, Teo L, Yew MS, Sia CH, Chew NW, Huang W, Lee HK, Vaughan R, Ngiam KY, Lu Z, Wang X, Tan EWP, Cheng NZY, Tan SY, Chan MY, Zhong L; APOLLO investigators. Baskaran L, et al. Among authors: vaughan r. BMJ Open. 2024 Dec 2;14(12):e089047. doi: 10.1136/bmjopen-2024-089047. BMJ Open. 2024. PMID: 39622571 Free PMC article.

2

Generative artificial intelligence and ethical considerations in health care: a scoping review and ethics checklist.

Ning Y, Teixayavong S, Shang Y, Savulescu J, Nagaraj V, Miao D, Mertens M, Ting DSW, Ong JCL, Liu M, Cao J, Dunn M, Vaughan R, Ong MEH, Sung JJ, Topol EJ, Liu N. Ning Y, et al. Among authors: vaughan r. Lancet Digit Health. 2024 Nov;6(11):e848-e856. doi: 10.1016/S2589-7500(24)00143-2. Epub 2024 Sep 17. Lancet Digit Health. 2024. PMID: 39294061 Free PMC article. Review.

3

AutoScore-Ordinal: an interpretable machine learning framework for generating scoring models for ordinal outcomes.

Saffari SE, Ning Y, Xie F, Chakraborty B, Volovici V, Vaughan R, Ong MEH, Liu N. Saffari SE, et al. Among authors: vaughan r. BMC Med Res Methodol. 2022 Nov 4;22(1):286. doi: 10.1186/s12874-022-01770-y. BMC Med Res Methodol. 2022. PMID: 36333672 Free PMC article.

4

Proper Use of Multiple Imputation and Dealing with Missing Covariate Data.

Saffari SE, Volovici V, Ong MEH, Goldstein BA, Vaughan R, Dammers R, Steyerberg EW, Liu N. Saffari SE, et al. Among authors: vaughan r. World Neurosurg. 2022 May;161:284-290. doi: 10.1016/j.wneu.2021.10.090. World Neurosurg. 2022. PMID: 35505546

5

FAIM: Fairness-aware interpretable modeling for trustworthy machine learning in healthcare.

Liu M, Ning Y, Ke Y, Shang Y, Chakraborty B, Ong MEH, Vaughan R, Liu N. Liu M, et al. Among authors: vaughan r. Patterns (N Y). 2024 Sep 12;5(10):101059. doi: 10.1016/j.patter.2024.101059. eCollection 2024 Oct 11. Patterns (N Y). 2024. PMID: 39569213 Free PMC article.

6

Agreement between Hammersmith Neonatal Neurological Examination (HNNE) and Test of Infant Motor Performance (TIMP) in neurodevelopmental assessment of preterm infants <32 weeks' gestation at term corrected age.

See MSN, Ereno IL, Teh WY, Baral VR, Vaughan RD, Yeo CL. See MSN, et al. Early Hum Dev. 2024 Mar;190:105973. doi: 10.1016/j.earlhumdev.2024.105973. Epub 2024 Feb 14. Early Hum Dev. 2024. PMID: 38377881

7

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: vaughan r. 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.

8

Methods for building a staff workforce of quantitative scientists in academic health care.

Peskoe S, Slade E, Rende L, Boulos M, Desai M, Gandhi M, Gelfond JAL, Khalatbari S, Schulte PJ, Snyder DC, Taylor SL, Troy JD, Vaughan R, Pomann GM. Peskoe S, et al. Among authors: vaughan r. Stat (Int Stat Inst). 2024 Jun;13(2):e683. doi: 10.1002/sta4.683. Epub 2024 May 5. Stat (Int Stat Inst). 2024. PMID: 39176389 Free PMC article.

9

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: vaughan r. 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.

10

Leveraging high-throughput analytics and automation to rapidly develop high-concentration mAb formulations: integrated excipient compatibility and viscosity screening.

Xin L, Lan L, Mellal M, McChesney N, Vaughan R, Berdugo C, Li Y, Zhang J. Xin L, et al. Among authors: vaughan r. Antib Ther. 2024 Oct 12;7(4):335-350. doi: 10.1093/abt/tbae028. eCollection 2024 Oct. Antib Ther. 2024. PMID: 39678259 Free PMC article.

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