Henao R - Search Results

1

Deep Learning in Dermatology: A Systematic Review of Current Approaches, Outcomes, and Limitations.

Jeong HK, Park C, Henao R, Kheterpal M. Jeong HK, et al. Among authors: henao r. JID Innov. 2022 Aug 23;3(1):100150. doi: 10.1016/j.xjidi.2022.100150. eCollection 2023 Jan. JID Innov. 2022. PMID: 36655135 Free PMC article. Review.

2

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.

3

A Preliminary Study Comparing the Performance of Thyroid Molecular Tests to a Deep Learning Algorithm in Predicting Malignancy in Indeterminate Thyroid Fine Needle Aspiration Biopsies.

Assaad S, Dov D, Park C, Davis R, Kovalsky SZ, Lee WT, Kahmke RR, Rocke DJ, Cohen J, Weiss-Meilik A, Henao R, Carin L, Elliott Range D. Assaad S, et al. Among authors: henao r. Thyroid. 2024 Apr;34(4):531-535. doi: 10.1089/thy.2023.0054. Epub 2024 Mar 4. Thyroid. 2024. PMID: 38010913 No abstract available.

4

Deep-Learning-Based Screening and Ancillary Testing for Thyroid Cytopathology.

Dov D, Elliott Range D, Cohen J, Bell J, Rocke DJ, Kahmke RR, Weiss-Meilik A, Lee WT, Henao R, Carin L, Kovalsky SZ. Dov D, et al. Among authors: henao r. Am J Pathol. 2023 Sep;193(9):1185-1194. doi: 10.1016/j.ajpath.2023.05.011. Am J Pathol. 2023. PMID: 37611969

5

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.

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

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

8

Thyroid Cytopathology Cancer Diagnosis from Smartphone Images Using Machine Learning.

Assaad S, Dov D, Davis R, Kovalsky S, Lee WT, Kahmke R, Rocke D, Cohen J, Henao R, Carin L, Range DE. Assaad S, et al. Among authors: henao r. Mod Pathol. 2023 Jun;36(6):100129. doi: 10.1016/j.modpat.2023.100129. Epub 2023 Feb 13. Mod Pathol. 2023. PMID: 36931041

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

Encounter Appropriateness Score for You Model: Development and Pilot Implementation of a Predictive Model to Identify Visits Appropriate for Telehealth in Rheumatology.

Solomon M, Henao R, Economau-Zavlanos N, Smith I, Adagarla B, Overton AJ, Howe C, Doss J, Clowse M, Leverenz DL. Solomon M, et al. Among authors: henao r. Arthritis Care Res (Hoboken). 2024 Jan;76(1):63-71. doi: 10.1002/acr.25247. Epub 2023 Nov 13. Arthritis Care Res (Hoboken). 2024. PMID: 37781782

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