Publications by authors named "Che Ngufor"

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The impact of social determinants of health on Black men at the point of prostate cancer diagnosis: a scoping review.
Dottington Fullwood, Elizabeth Fallon, Emelina Asto-Flores, Vinessa Gordon, Opeyemi O Bolajoko, Che Ngufor

Cancer Causes Control· December 2025

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Modeling In-Hospital Mortality Among Patients Undergoing Percutaneous Coronary Intervention with Acute Myocardial Infarction Complicated by Cardiogenic Shock Receiving Mechanical Circulatory Support.
Nathan C Hurley, Bobak J Mortazavi, Sanket S Dhruva, Joseph S Ross, Che G Ngufor

medRxiv· November 2025

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Invasive candidiasis following lung transplant: An Assessment of impact utilizing a national insurance claims cohort.
Kelly M Pennington, Herb Heien, Hemang Yadav, Xiaoxi Yao, Bradley White, Che Ngufor

PLoS One· August 2025

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Causal Machine Learning for Left Atrial Appendage Occlusion in Patients With Atrial Fibrillation.
Che Ngufor, Nan Zhang, Holly K Van Houten, David R Holmes, Jonathan Graff-Radford

JACC Clin Electrophysiol· May 2025

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Emergency department risk model: timely identification of patients for outpatient care coordination.
Maryam Zolnoori, Mark D Williams, Kurt B Angstman, Chung-Il Wi, William B Leasure, Che Ngufor

Am J Manag Care· May 2024

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Beyond Atrial Fibrillation: Machine Learning Algorithm Predicts Stroke in Adult Patients With Congenital Heart Disease.
Anca Chiriac, Che Ngufor, Holly K van Houten, Raphael Mwangi, Malini Madhavan

Mayo Clin Proc Digit Health· March 2024

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Changes in Kidney Function After Diagnosis of Advanced Heart Failure.
Benjamin J Quiram, Jill M Killian, Margaret M Redfield, Jamie Smith, Latonya J Hickson, Che Ngufor

J Card Fail· December 2023

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Longitudinal trajectories of glycemic control among U.S. Adults with newly diagnosed diabetes.
Rozalina G McCoy, Louis Faust, Herbert C Heien, Shrinath Patel, Brian Caffo, Che Ngufor

Diabetes Res Clin Pract· November 2023

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Clinical Phenotyping with an Outcomes-driven Mixture of Experts for Patient Matching and Risk Estimation.
Nathan C Hurley, Sanket S Dhruva, Nihar R Desai, Joseph R Ross, Che G Ngufor

ACM Trans Comput Healthc· October 2023

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Identifying treatment heterogeneity in atrial fibrillation using a novel causal machine learning method.
Che Ngufor, Xiaoxi Yao, Jonathan W Inselman, Joseph S Ross, Sanket S Dhruva

Am Heart J· June 2023

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A prediction model for asthma exacerbations after stopping asthma biologics.
Jonathan W Inselman, Molly M Jeffery, Jacob T Maddux, Regina W Lam, Nilay D Shah, Che G Ngufor

Ann Allergy Asthma Immunol· March 2023

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Screening for idiopathic pulmonary fibrosis using comorbidity signatures in electronic health records.
Dmytro Onishchenko, Robert J Marlowe, Che G Ngufor, Louis J Faust, Andrew H Limper

Nat Med· October 2022

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Impact of labor characteristics on maternal and neonatal outcomes of labor: A machine-learning model.
Sherif A Shazly, Bijan J Borah, Che G Ngufor, Vanessa E Torbenson, Regan N Theiler

PLoS One· August 2022

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Introduction to Machine Learning in Obstetrics and Gynecology.
Sherif A Shazly, Emanuel C Trabuco, Che G Ngufor, Abimbola O Famuyide

Obstet Gynecol· April 2022

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Identifying Patients With Advanced Heart Failure Using Administrative Data.
Shannon M Dunlay, Saul Blecker, Phillip J Schulte, Margaret M Redfield, Che G Ngufor

Mayo Clin Proc Innov Qual Outcomes· April 2022

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Using ensemble of ensemble machine learning methods to predict outcomes of cardiac resynchronization.
Cheng Cai, Ahmad P Tafti, Che Ngufor, Pei Zhang, Peilin Xiao

J Cardiovasc Electrophysiol· September 2021

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Longitudinal cohorts for harnessing the electronic health record for disease prediction in a US population.
Sheila M Manemann, Jennifer L St Sauver, Hongfang Liu, Nicholas B Larson, Sungrim Moon, Che G Ngufor

BMJ Open· June 2021

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Comparative Effectiveness of Machine Learning Approaches for Predicting Gastrointestinal Bleeds in Patients Receiving Antithrombotic Treatment.
Jeph Herrin, Neena S Abraham, Xiaoxi Yao, Peter A Noseworthy, Jonathan Inselman, Che Ngufor

JAMA Netw Open· May 2021

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Use of Mechanical Circulatory Support Devices Among Patients With Acute Myocardial Infarction Complicated by Cardiogenic Shock.
Sanket S Dhruva, Joseph S Ross, Bobak J Mortazavi, Nathan C Hurley, Harlan M Krumholz, Che G Ngufor

JAMA Netw Open· February 2021

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Comparative Effectiveness and Safety of Oral Anticoagulants Across Kidney Function in Patients With Atrial Fibrillation.
Xiaoxi Yao, Jonathan W Inselman, Joseph S Ross, Rima Izem, David J Graham, Che G Ngufor

Circ Cardiovasc Qual Outcomes· October 2020

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A Systematic Framework for Analyzing Observation Data in Patient-Centered Registries: Case Study for Patients With Depression.
Maryam Zolnoori, Mark D Williams, William B Leasure, Kurt B Angstman, Che Ngufor

JMIR Res Protoc· October 2020

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Fewer gastrointestinal bleeds with ticagrelor and prasugrel compared with clopidogrel in patients with acute coronary syndrome following percutaneous coronary intervention.
Neena S Abraham, Eric H Yang, Peter A Noseworthy, Jonathan Inselman, Xiaoxi Yao, Che Ngufor

Aliment Pharmacol Ther· August 2020

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Development and Validation of a Risk Stratification Model Using Disease Severity Hierarchy for Mortality or Major Cardiovascular Event.
Che Ngufor, Pedro J Caraballo, Thomas J O'Byrne, David Chen, Nilay D Shah

JAMA Netw Open· July 2020

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Differences in Physical Activity and Sedentary Behavior Patterns of Postmenopausal Women With Normal vs. Low Total Hip Bone Mineral Density.
Swati Chopra, Melissa M Morrow, Che Ngufor, Emma Fortune

Front Sports Act Living· July 2020

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Association of Use of an Intravascular Microaxial Left Ventricular Assist Device vs Intra-aortic Balloon Pump With In-Hospital Mortality and Major Bleeding Among Patients With Acute Myocardial Infarction Complicated by Cardiogenic Shock.
Sanket S Dhruva, Joseph S Ross, Bobak J Mortazavi, Nathan C Hurley, Harlan M Krumholz, Che Ngufor

JAMA· February 2020

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