Ngufor C - Search Results

1

Using ensemble of ensemble machine learning methods to predict outcomes of cardiac resynchronization.

Cai C, Tafti AP, Ngufor C, Zhang P, Xiao P, Dai M, Liu H, Noseworthy P, Chen M, Friedman PA, Cha YM. Cai C, et al. Among authors: ngufor c. J Cardiovasc Electrophysiol. 2021 Sep;32(9):2504-2514. doi: 10.1111/jce.15171. Epub 2021 Jul 27. J Cardiovasc Electrophysiol. 2021. PMID: 34260141

2

A prediction model for asthma exacerbations after stopping asthma biologics.

Inselman JW, Jeffery MM, Maddux JT, Lam RW, Shah ND, Rank MA, Ngufor CG. Inselman JW, et al. Ann Allergy Asthma Immunol. 2023 Mar;130(3):305-311. doi: 10.1016/j.anai.2022.11.025. Epub 2022 Dec 9. Ann Allergy Asthma Immunol. 2023. PMID: 36509405 Free PMC article.

3

Identification of Clinically Meaningful Plasma Transfusion Subgroups Using Unsupervised Random Forest Clustering.

Ngufor C, Warner MA, Murphree DH, Liu H, Carter R, Storlie CB, Kor DJ. Ngufor C, et al. AMIA Annu Symp Proc. 2018 Apr 16;2017:1332-1341. eCollection 2017. AMIA Annu Symp Proc. 2018. PMID: 29854202 Free PMC article.

4

Risk of Gastrointestinal Bleeding Increases With Combinations of Antithrombotic Agents and Patient Age.

Abraham NS, Noseworthy PA, Inselman J, Herrin J, Yao X, Sangaralingham LR, Cornish G, Ngufor C, Shah ND. Abraham NS, et al. Among authors: ngufor c. Clin Gastroenterol Hepatol. 2020 Feb;18(2):337-346.e19. doi: 10.1016/j.cgh.2019.05.017. Epub 2019 May 18. Clin Gastroenterol Hepatol. 2020. PMID: 31108228 Free PMC article.

5

Improved Interpretability of Machine Learning Model Using Unsupervised Clustering: Predicting Time to First Treatment in Chronic Lymphocytic Leukemia.

Chen D, Goyal G, Go RS, Parikh SA, Ngufor CG. Chen D, et al. JCO Clin Cancer Inform. 2019 May;3:1-11. doi: 10.1200/CCI.18.00137. JCO Clin Cancer Inform. 2019. PMID: 31112417 Free article.

6

Fewer gastrointestinal bleeds with ticagrelor and prasugrel compared with clopidogrel in patients with acute coronary syndrome following percutaneous coronary intervention.

Abraham NS, Yang EH, Noseworthy PA, Inselman J, Yao X, Herrin J, Sangaralingham LR, Ngufor C, Shah ND. Abraham NS, et al. Among authors: ngufor c. Aliment Pharmacol Ther. 2020 Aug;52(4):646-654. doi: 10.1111/apt.15790. Epub 2020 Jul 13. Aliment Pharmacol Ther. 2020. PMID: 32657466 Free PMC article.

7

Comparative Effectiveness and Safety of Oral Anticoagulants Across Kidney Function in Patients With Atrial Fibrillation.

Yao X, Inselman JW, Ross JS, Izem R, Graham DJ, Martin DB, Thompson AM, Ross Southworth M, Siontis KC, Ngufor CG, Nath KA, Desai NR, Nallamothu BK, Saran R, Shah ND, Noseworthy PA. Yao X, et al. Among authors: ngufor cg. Circ Cardiovasc Qual Outcomes. 2020 Oct;13(10):e006515. doi: 10.1161/CIRCOUTCOMES.120.006515. Epub 2020 Oct 5. Circ Cardiovasc Qual Outcomes. 2020. PMID: 33012172 Free PMC article.

8

Comparative Effectiveness of Machine Learning Approaches for Predicting Gastrointestinal Bleeds in Patients Receiving Antithrombotic Treatment.

Herrin J, Abraham NS, Yao X, Noseworthy PA, Inselman J, Shah ND, Ngufor C. Herrin J, et al. Among authors: ngufor c. JAMA Netw Open. 2021 May 3;4(5):e2110703. doi: 10.1001/jamanetworkopen.2021.10703. JAMA Netw Open. 2021. PMID: 34019087 Free PMC article.

9

Longitudinal cohorts for harnessing the electronic health record for disease prediction in a US population.

Manemann SM, St Sauver JL, Liu H, Larson NB, Moon S, Takahashi PY, Olson JE, Rocca WA, Miller VM, Therneau TM, Ngufor CG, Roger VL, Zhao Y, Decker PA, Killian JM, Bielinski SJ. Manemann SM, et al. BMJ Open. 2021 Jun 8;11(6):e044353. doi: 10.1136/bmjopen-2020-044353. BMJ Open. 2021. PMID: 34103314 Free PMC article.

10

Introduction to Machine Learning in Obstetrics and Gynecology.

Shazly SA, Trabuco EC, Ngufor CG, Famuyide AO. Shazly SA, et al. Among authors: ngufor cg. Obstet Gynecol. 2022 Apr 1;139(4):669-679. doi: 10.1097/AOG.0000000000004706. Epub 2022 Mar 10. Obstet Gynecol. 2022. PMID: 35272300

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