R01 HL142503/HL/NHLBI NIH HHS/United States[Grant Number] - Search Results

Year	Number of Results
2018	2
2019	3
2020	6
2021	7
2022	5
2023	3
2024	0

1

The doctor will see you now: How machine learning and artificial intelligence can extend our understanding and treatment of asthma.

Messinger AI, Luo G, Deterding RR. Messinger AI, et al. J Allergy Clin Immunol. 2020 Feb;145(2):476-478. doi: 10.1016/j.jaci.2019.12.898. Epub 2019 Dec 25. J Allergy Clin Immunol. 2020. PMID: 31883444 Free PMC article. No abstract available.

2

A Roadmap for Boosting Model Generalizability for Predicting Hospital Encounters for Asthma.

Luo G. Luo G. JMIR Med Inform. 2022 Mar 1;10(3):e33044. doi: 10.2196/33044. JMIR Med Inform. 2022. PMID: 35230246 Free PMC article.

3

Development and validation of the COVID-19 Hospitalized Patient Deterioration Index.

Nau C, Butler RK, Huang CW, Khang VK, Chen A, Creekmur B, Broder B, Subject C, Sharp AL, Moreta-Sainz LM, Park JS, Manek AJ, Cooper RM, Mendoza SM, Luo G, Gould MK. Nau C, et al. Am J Manag Care. 2023 Dec 1;29(12):e365-e371. doi: 10.37765/ajmc.2023.89470. Am J Manag Care. 2023. PMID: 38170527 Free PMC article.

4

Generalizability of Deep Learning Classification of Spinal Osteoporotic Compression Fractures on Radiographs Using an Adaptation of the Modified-2 Algorithm-Based Qualitative Criteria.

Dong Q, Luo G, Lane NE, Lui LY, Marshall LM, Johnston SK, Dabbous H, O'Reilly M, Linnau KF, Perry J, Chang BC, Renslo J, Haynor D, Jarvik JG, Cross NM. Dong Q, et al. Acad Radiol. 2023 Dec;30(12):2973-2987. doi: 10.1016/j.acra.2023.04.023. Epub 2023 Jul 10. Acad Radiol. 2023. PMID: 37438161

5

Developing a Machine Learning Model to Predict Severe Chronic Obstructive Pulmonary Disease Exacerbations: Retrospective Cohort Study.

Zeng S, Arjomandi M, Tong Y, Liao ZC, Luo G. Zeng S, et al. J Med Internet Res. 2022 Jan 6;24(1):e28953. doi: 10.2196/28953. J Med Internet Res. 2022. PMID: 34989686 Free PMC article.

6

Identifying Patients Who Are Likely to Receive Most of Their Care From a Specific Health Care System: Demonstration via Secondary Analysis.

Luo G, Tarczy-Hornoch P, Wilcox AB, Lee ES. Luo G, et al. JMIR Med Inform. 2018 Nov 5;6(4):e12241. doi: 10.2196/12241. JMIR Med Inform. 2018. PMID: 30401670 Free PMC article.

7

Improving the Accuracy of Progress Indication for Constructing Deep Learning Models.

Dong Q, Zhang X, Luo G. Dong Q, et al. IEEE Access. 2022;10:63754-63781. doi: 10.1109/access.2022.3181493. Epub 2022 Jun 8. IEEE Access. 2022. PMID: 35873900 Free PMC article.

8

Automatically Explaining Machine Learning Predictions on Severe Chronic Obstructive Pulmonary Disease Exacerbations: Retrospective Cohort Study.

Zeng S, Arjomandi M, Luo G. Zeng S, et al. JMIR Med Inform. 2022 Feb 25;10(2):e33043. doi: 10.2196/33043. JMIR Med Inform. 2022. PMID: 35212634 Free PMC article.

9

Error and Timeliness Analysis for Using Machine Learning to Predict Asthma Hospital Visits: Retrospective Cohort Study.

Zhang X, Luo G. Zhang X, et al. JMIR Med Inform. 2022 Jun 8;10(6):e38220. doi: 10.2196/38220. JMIR Med Inform. 2022. PMID: 35675129 Free PMC article.

10

Developing a Model to Predict Hospital Encounters for Asthma in Asthmatic Patients: Secondary Analysis.

Luo G, He S, Stone BL, Nkoy FL, Johnson MD. Luo G, et al. JMIR Med Inform. 2020 Jan 21;8(1):e16080. doi: 10.2196/16080. JMIR Med Inform. 2020. PMID: 31961332 Free PMC article.

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