Ngufor C - Search Results

1

Effects of Plasma Transfusion on Perioperative Bleeding Complications: A Machine Learning Approach.

Ngufor C, Murphree D, Upadhyaya S, Madde N, Kor D, Pathak J. Ngufor C, et al. Stud Health Technol Inform. 2015;216:721-5. Stud Health Technol Inform. 2015. PMID: 26262146 Free PMC article.

2

Ensemble learning approaches to predicting complications of blood transfusion.

Murphree D, Ngufor C, Upadhyaya S, Madde N, Clifford L, Kor DJ, Pathak J. Murphree D, et al. Among authors: ngufor c. Annu Int Conf IEEE Eng Med Biol Soc. 2015 Aug;2015:7222-5. doi: 10.1109/EMBC.2015.7320058. Annu Int Conf IEEE Eng Med Biol Soc. 2015. PMID: 26737958 Free PMC article.

3

Predicting Prolonged Stay in the ICU Attributable to Bleeding in Patients Offered Plasma Transfusion.

Ngufor C, Murphree D, Upadhyaya S, Madde N, Pathak J, Carter R, Kor D. Ngufor C, et al. AMIA Annu Symp Proc. 2017 Feb 10;2016:954-963. eCollection 2016. AMIA Annu Symp Proc. 2017. PMID: 28269892 Free PMC article.

4

Measuring the impact of ambulatory red blood cell transfusion on home functional status: study protocol for a pilot randomized controlled trial.

Murphree DH, Kinard TN, Khera N, Storlie CB, Ngufor C, Upadhyaya S, Pathak J, Fortune E, Jacob EK, Carter RE, Poterack KA, Kor DJ. Murphree DH, et al. Among authors: ngufor c. Trials. 2017 Mar 31;18(1):153. doi: 10.1186/s13063-017-1873-z. Trials. 2017. PMID: 28359342 Free PMC article. Clinical Trial.

5

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.

6

Mixed effect machine learning: A framework for predicting longitudinal change in hemoglobin A1c.

Ngufor C, Van Houten H, Caffo BS, Shah ND, McCoy RG. Ngufor C, et al. J Biomed Inform. 2019 Jan;89:56-67. doi: 10.1016/j.jbi.2018.09.001. Epub 2018 Sep 4. J Biomed Inform. 2019. PMID: 30189255 Free PMC article.

7

Automated Diabetes Case Identification Using Electronic Health Record Data at a Tertiary Care Facility.

Upadhyaya SG, Murphree DH Jr, Ngufor CG, Knight AM, Cronk DJ, Cima RR, Curry TB, Pathak J, Carter RE, Kor DJ. Upadhyaya SG, et al. Mayo Clin Proc Innov Qual Outcomes. 2017 Apr 28;1(1):100-110. doi: 10.1016/j.mayocpiqo.2017.04.005. eCollection 2017 Jul. Mayo Clin Proc Innov Qual Outcomes. 2017. PMID: 30225406 Free PMC article.

8

Stacked classifiers for individualized prediction of glycemic control following initiation of metformin therapy in type 2 diabetes.

Murphree DH, Arabmakki E, Ngufor C, Storlie CB, McCoy RG. Murphree DH, et al. Among authors: ngufor c. Comput Biol Med. 2018 Dec 1;103:109-115. doi: 10.1016/j.compbiomed.2018.10.017. Epub 2018 Oct 16. Comput Biol Med. 2018. PMID: 30347342 Free PMC article.

9

Deploying Predictive Models In A Healthcare Environment - An Open Source Approach.

Murphree DH, Quest DJ, Allen RM, Ngufor C, Storlie CB. Murphree DH, et al. Among authors: ngufor c. Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul;2018:6112-6116. doi: 10.1109/EMBC.2018.8513689. Annu Int Conf IEEE Eng Med Biol Soc. 2018. PMID: 30441729

10

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

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