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Items: 28

1.

Estimation of manual wheelchair-based activities in the free-living environment using a neural network model with inertial body-worn sensors.

Fortune E, Cloud-Biebl BA, Madansingh SI, Ngufor CG, Van Straaten MG, Goodwin BM, Murphree DH, Zhao KD, Morrow MM.

J Electromyogr Kinesiol. 2019 Jul 17:102337. doi: 10.1016/j.jelekin.2019.07.007. [Epub ahead of print]

PMID:
31353200
2.

Can machine learning algorithms accurately predict discharge to nonhome facility and early unplanned readmissions following spinal fusion? Analysis of a national surgical registry.

Goyal A, Ngufor C, Kerezoudis P, McCutcheon B, Storlie C, Bydon M.

J Neurosurg Spine. 2019 Jun 7:1-11. doi: 10.3171/2019.3.SPINE181367. [Epub ahead of print]

PMID:
31174185
3.

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.

JCO Clin Cancer Inform. 2019 May;3:1-11. doi: 10.1200/CCI.18.00137.

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.

Clin Gastroenterol Hepatol. 2019 May 18. pii: S1542-3565(19)30527-0. doi: 10.1016/j.cgh.2019.05.017. [Epub ahead of print]

PMID:
31108228
5.

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

Murphree DH, Quest DJ, Allen RM, Ngufor C, Storlie CB.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:6112-6116. doi: 10.1109/EMBC.2018.8513689.

PMID:
30441729
6.

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.

Comput Biol Med. 2018 Dec 1;103:109-115. doi: 10.1016/j.compbiomed.2018.10.017. Epub 2018 Oct 16.

7.

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

Ngufor C, Van Houten H, Caffo BS, Shah ND, McCoy RG.

J Biomed Inform. 2019 Jan;89:56-67. doi: 10.1016/j.jbi.2018.09.001. Epub 2018 Sep 4.

PMID:
30189255
8.

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.

AMIA Annu Symp Proc. 2018 Apr 16;2017:1332-1341. eCollection 2017.

9.
10.

Trajectories of Glycemic Change in a National Cohort of Adults With Previously Controlled Type 2 Diabetes.

McCoy RG, Ngufor C, Van Houten HK, Caffo B, Shah ND.

Med Care. 2017 Nov;55(11):956-964. doi: 10.1097/MLR.0000000000000807.

11.

Which intervention is better for malaria vector control: insecticide mixture long-lasting insecticidal nets or standard pyrethroid nets combined with indoor residual spraying?

Ngufor C, Fagbohoun J, Critchley J, N'Guessan R, Todjinou D, Malone D, Akogbeto M, Rowland M.

Malar J. 2017 Aug 16;16(1):340. doi: 10.1186/s12936-017-1987-5.

12.

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.

Mayo Clin Proc Innov Qual Outcomes. 2017 Apr 28;1(1):100-110. doi: 10.1016/j.mayocpiqo.2017.04.005. eCollection 2017 Jul.

13.

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.

Trials. 2017 Mar 31;18(1):153. doi: 10.1186/s13063-017-1873-z.

14.

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.

AMIA Annu Symp Proc. 2017 Feb 10;2016:954-963. eCollection 2016.

15.

A Chlorfenapyr Mixture Net Interceptor® G2 Shows High Efficacy and Wash Durability against Resistant Mosquitoes in West Africa.

N'Guessan R, Odjo A, Ngufor C, Malone D, Rowland M.

PLoS One. 2016 Nov 16;11(11):e0165925. doi: 10.1371/journal.pone.0165925. eCollection 2016.

16.

Efficacy of the Olyset Duo net against insecticide-resistant mosquito vectors of malaria.

Ngufor C, N'Guessan R, Fagbohoun J, Todjinou D, Odjo A, Malone D, Ismail H, Akogbeto M, Rowland M.

Sci Transl Med. 2016 Sep 14;8(356):356ra121. doi: 10.1126/scitranslmed.aad3270.

PMID:
27629488
17.

Chlorfenapyr (A Pyrrole Insecticide) Applied Alone or as a Mixture with Alpha-Cypermethrin for Indoor Residual Spraying against Pyrethroid Resistant Anopheles gambiae sl: An Experimental Hut Study in Cove, Benin.

Ngufor C, Critchley J, Fagbohoun J, N'Guessan R, Todjinou D, Rowland M.

PLoS One. 2016 Sep 2;11(9):e0162210. doi: 10.1371/journal.pone.0162210. eCollection 2016.

18.

Ensemble learning approaches to predicting complications of blood transfusion.

Murphree D, Ngufor C, Upadhyaya S, Madde N, Clifford L, Kor DJ, Pathak J.

Conf Proc IEEE Eng Med Biol Soc. 2015 Aug;2015:7222-5. doi: 10.1109/EMBC.2015.7320058.

19.

Insecticide resistance profile of Anopheles gambiae from a phase II field station in Cové, southern Benin: implications for the evaluation of novel vector control products.

Ngufor C, N'Guessan R, Fagbohoun J, Subramaniam K, Odjo A, Fongnikin A, Akogbeto M, Weetman D, Rowland M.

Malar J. 2015 Nov 18;14:464. doi: 10.1186/s12936-015-0981-z.

20.

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

Ngufor C, Murphree D, Upadhyaya S, Madde N, Kor D, Pathak J.

Stud Health Technol Inform. 2015;216:721-5.

21.

The activity of the pyrrole insecticide chlorfenapyr in mosquito bioassay: towards a more rational testing and screening of non-neurotoxic insecticides for malaria vector control.

Oxborough RM, N'Guessan R, Jones R, Kitau J, Ngufor C, Malone D, Mosha FW, Rowland MW.

Malar J. 2015 Mar 24;14:124. doi: 10.1186/s12936-015-0639-x.

22.
23.

Insecticide-treated net wall hangings for malaria vector control: an experimental hut study in north-eastern Tanzania.

Ngufor C, Tungu P, Malima R, Kirby M, Kisinza W, Rowland M.

Malar J. 2014 Sep 17;13:366. doi: 10.1186/1475-2875-13-366.

24.

Olyset Duo® (a pyriproxyfen and permethrin mixture net): an experimental hut trial against pyrethroid resistant Anopheles gambiae and Culex quinquefasciatus in Southern Benin.

Ngufor C, N'guessan R, Fagbohoun J, Odjo A, Malone D, Akogbeto M, Rowland M.

PLoS One. 2014 Apr 3;9(4):e93603. doi: 10.1371/journal.pone.0093603. eCollection 2014.

25.

Mosquito nets treated with a mixture of chlorfenapyr and alphacypermethrin control pyrethroid resistant Anopheles gambiae and Culex quinquefasciatus mosquitoes in West Africa.

N'Guessan R, Ngufor C, Kudom AA, Boko P, Odjo A, Malone D, Rowland M.

PLoS One. 2014 Feb 3;9(2):e87710. doi: 10.1371/journal.pone.0087710. eCollection 2014.

26.

Combining organophosphate treated wall linings and long-lasting insecticidal nets for improved control of pyrethroid resistant Anopheles gambiae.

Ngufor C, Tchicaya E, Koudou B, N'Fale S, Dabire R, Johnson P, Ranson H, Rowland M.

PLoS One. 2014 Jan 7;9(1):e83897. doi: 10.1371/journal.pone.0083897. eCollection 2014.

27.

Combining indoor residual spraying with chlorfenapyr and long-lasting insecticidal bed nets for improved control of pyrethroid-resistant Anopheles gambiae: an experimental hut trial in Benin.

Ngufor C, N'Guessan R, Boko P, Odjo A, Vigninou E, Asidi A, Akogbeto M, Rowland M.

Malar J. 2011 Nov 16;10:343. doi: 10.1186/1475-2875-10-343.

28.

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