Henao R - Search Results

1

Predictive Accuracy of Stroke Risk Prediction Models Across Black and White Race, Sex, and Age Groups.

Hong C, Pencina MJ, Wojdyla DM, Hall JL, Judd SE, Cary M, Engelhard MM, Berchuck S, Xian Y, D'Agostino R Sr, Howard G, Kissela B, Henao R. Hong C, et al. Among authors: henao r. JAMA. 2023 Jan 24;329(4):306-317. doi: 10.1001/jama.2022.24683. JAMA. 2023. PMID: 36692561 Free PMC article.

2

Predictive Value of Early Autism Detection Models Based on Electronic Health Record Data Collected Before Age 1 Year.

Engelhard MM, Henao R, Berchuck SI, Chen J, Eichner B, Herkert D, Kollins SH, Olson A, Perrin EM, Rogers U, Sullivan C, Zhu Y, Sapiro G, Dawson G. Engelhard MM, et al. Among authors: henao r. JAMA Netw Open. 2023 Feb 1;6(2):e2254303. doi: 10.1001/jamanetworkopen.2022.54303. JAMA Netw Open. 2023. PMID: 36729455 Free PMC article.

3

Enhancing early autism prediction based on electronic records using clinical narratives.

Chen J, Engelhard M, Henao R, Berchuck S, Eichner B, Perrin EM, Sapiro G, Dawson G. Chen J, et al. Among authors: henao r. J Biomed Inform. 2023 Aug;144:104390. doi: 10.1016/j.jbi.2023.104390. Epub 2023 May 12. J Biomed Inform. 2023. PMID: 37182592

4

A Deep-Learning Algorithm to Predict Short-Term Progression to Geographic Atrophy on Spectral-Domain Optical Coherence Tomography.

Dow ER, Jeong HK, Katz EA, Toth CA, Wang D, Lee T, Kuo D, Allingham MJ, Hadziahmetovic M, Mettu PS, Schuman S, Carin L, Keane PA, Henao R, Lad EM. Dow ER, et al. Among authors: henao r. JAMA Ophthalmol. 2023 Nov 1;141(11):1052-1061. doi: 10.1001/jamaophthalmol.2023.4659. JAMA Ophthalmol. 2023. PMID: 37856139 Free PMC article.

5

Translating ethical and quality principles for the effective, safe and fair development, deployment and use of artificial intelligence technologies in healthcare.

Economou-Zavlanos NJ, Bessias S, Cary MP Jr, Bedoya AD, Goldstein BA, Jelovsek JE, O'Brien CL, Walden N, Elmore M, Parrish AB, Elengold S, Lytle KS, Balu S, Lipkin ME, Shariff AI, Gao M, Leverenz D, Henao R, Ming DY, Gallagher DM, Pencina MJ, Poon EG. Economou-Zavlanos NJ, et al. Among authors: henao r. J Am Med Inform Assoc. 2024 Feb 16;31(3):705-713. doi: 10.1093/jamia/ocad221. J Am Med Inform Assoc. 2024. PMID: 38031481

6

Trans-Balance: Reducing demographic disparity for prediction models in the presence of class imbalance.

Hong C, Liu M, Wojdyla DM, Hickey J, Pencina M, Henao R. Hong C, et al. Among authors: henao r. J Biomed Inform. 2024 Jan;149:104532. doi: 10.1016/j.jbi.2023.104532. Epub 2023 Dec 7. J Biomed Inform. 2024. PMID: 38070817

7

Adaptive Discretization for Event PredicTion (ADEPT).

Hickey J, Henao R, Wojdyla D, Pencina M, Engelhard M. Hickey J, et al. Among authors: henao r. Proc Mach Learn Res. 2024 May;238:1351-1359. Proc Mach Learn Res. 2024. PMID: 38725587 Free PMC article.

8

Designing an Implementable Clinical Prediction Model for Near-Term Mortality and Long-Term Survival in Patients on Maintenance Hemodialysis.

Goldstein BA, Xu C, Wilson J, Henao R, Ephraim PL, Weiner DE, Shafi T, Scialla JJ. Goldstein BA, et al. Among authors: henao r. Am J Kidney Dis. 2024 Feb 21:S0272-6386(24)00594-8. doi: 10.1053/j.ajkd.2023.12.013. Online ahead of print. Am J Kidney Dis. 2024. PMID: 38493378

9

Development, Deployment, and Implementation of a Machine Learning Surgical Case Length Prediction Model and Prospective Evaluation.

Zaribafzadeh H, Webster WL, Vail CJ, Daigle T, Kirk AD, Allen PJ, Henao R, Buckland DM. Zaribafzadeh H, et al. Among authors: henao r. Ann Surg. 2023 Dec 1;278(6):890-895. doi: 10.1097/SLA.0000000000005936. Epub 2023 Jun 2. Ann Surg. 2023. PMID: 37264901 Free PMC article.

10

A Convolutional Neural Network Using Multimodal Retinal Imaging for Differentiation of Mild Cognitive Impairment from Normal Cognition.

Wisely CE, Richardson A, Henao R, Robbins CB, Ma JP, Wang D, Johnson KG, Liu AJ, Grewal DS, Fekrat S. Wisely CE, et al. Among authors: henao r. Ophthalmol Sci. 2023 Jun 25;4(1):100355. doi: 10.1016/j.xops.2023.100355. eCollection 2024 Jan-Feb. Ophthalmol Sci. 2023. PMID: 37877003 Free PMC article.

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