Min Jung Kim, PhDAssistant Professor of Medicine
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Degree | Institution | Major |
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BS | Chung-Ang University | Mathematics and Statistics |
MSc | Pennsylvania State University | Industrial Engineering with Option in Operation Research |
PhD | Pennsylvania State University | Industrial Engineering |
Postdoc | University of Maryland | Mechanical Engineering |
Awards
Name of Award/Honor | Awarding Organization |
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Center for Integrated Healthcare Delivery System Research Fellowship | Pennsylvania State University |
Center for Integrated Healthcare Delivery System Scholarship | Pennsylvania State University |
Excellent Honors Scholarship | Chung-Ang University |
My research interests lie in health care system development, specifically applying statistical engineering methodologies to improve the syndromic surveillance, chronic disease monitoring, and clinical information system. Throughout my research and academic coursework, I have maintained a strong interest in how statistical engineering approaches can address challenges in the complex health care system and promote continuous improvement in the health care system. Prior research has proved that a strong background in operation research techniques (optimization, decision making, stochastic modeling, process/quality control and multivariate statistics) and system engineering (system development, system dynamics, and risk management) could be essential keys to unravel complexities in the health care system.
In particular, I currently focus on identifying the main components and interpreting the dynamics in the chronic care management system. Using data in healthcare system, it can define key variables and functions explaining between all the parts of a system. Using system analytics, it can account for how those relationships influence the behavior of the system over time. Thereby, when the system engineering is adopted in chronic disease management system, it can contribute to 1) better understanding how changes in one area will affect the function in another area within the system, 2) better predicting secondary effects stemming from the complicatedly interrelated nature of the system elements, and 3) better decision making by projecting how alternative course of changes can impact the system over time.
Journal Articles
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Detection of Subclinical Cardiac Dysfunction in Patients With Sickle Cell Disease Using Speckle-Tracking Echocardiography.
The American journal of cardiology 2024 Oct;22928-35
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Understanding the Burden of 30-Day Readmission in Patients With Both Primary and Secondary Diagnoses of Heart Failure: Causes, Timing, and Impact of Co-Morbidities.
The American journal of cardiology 2023 Oct;21076-84
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Predictors of 30-Day Readmission in Patients Hospitalized With Heart Failure as a Primary Versus Secondary Diagnosis.
The American journal of cardiology 2023 Sep;207407-417
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Cardiac and noncardiac biomarkers in patients undergoing anthracycline chemotherapy - a prospective analysis.
Cardio-oncology (London, England) 2023 Apr;9(1):23
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SARS-CoV-2 Antibody Dynamics in Healthcare Workers after mRNA Vaccination.
Vaccines 2023 Feb;11(2):
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Outcomes of acute pulmonary embolism in hospitalized patients with cancer.
BMC pulmonary medicine 2022 Jan;22(1):11
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Subaortic Membranes in Patients With Hereditary Hemorrhagic Telangiectasia and Liver Vascular Malformations.
Journal of the American Heart Association 2020 Oct;9(20):e016197
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Self-starting single control charts for multivariate processes: a comparison of methods
Production 2020 Jul;30
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Analyzing Healthcare Data with MAV-clic. Journal of American Medical Informatics
JAMIA Open 2019 Apr;2(1):23-28
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Design implementation of MAV-clic: Architecture, Components, and Build
JAMIA Open 2019 Apr;2(1):23-28
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MAV-clic: management, analysis, and visualization of clinical data
JAMIA Open 2019 Apr;2(1):23-28
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Step-by-Step Guide to MAV-clic: Framework for the HealthCare Analysis.
JAMIA Open 2019 Apr;2(1):23-28
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Usefulness of Circulating Caspase-3 p17 and Caspase-1 p20 Peptides and Cardiac Troponin 1 During Cardioplegia to Gauge Myocardial Preservation.
The American journal of cardiology 2019 Mar;123(6):899-904
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Updates in heart failure 30-day readmission prevention.
Heart failure reviews 2018 Nov;
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What do Academic Physicians and Trainees Know about Botanicals?
Journal of Connecticut State Medical Society 2018 Aug;82(7):395 -400
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A syndromic surveillance system for clinical and non-clinical health data
2011 Mar;
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Outcomes of acute pulmonary embolism in hospitalized patients with cancer.
BMC Pulmonary Medicine
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UConn Health Cardio-Oncology Experience: An Observational Study.
Connecticut Medicine 86(2):91-98
Book Chapters
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Real Option-based Analysis in Pharmaceutical Partnerships for Research and Development
Real Options in Engineering Design, Operations and Management 2010 Oct;
Abstracts
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Predicting 30-day Readmission In Patients With A Primary Versus Secondary Diagnosis Of Heart Failure
Journal of Cardiac Failure 2023 Apr;29(4):681
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Readmission Patterns In Patients Admitted With Primary Or Secondary Diagnosis Of Heart Failure
Journal of Cardiac Failure 2023 Apr;29(4):682
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Achievement of Target Doses of Guideline-Directed Medical Therapy Prior to Cardiac Resynchronization Therapy is Suboptimal
Journal of Cardiac Failure 2019 Jul;25(8):S128
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Differential impact of Apnea Hypopnea Index and Nocturnal Oxygen Desaturation on Cardiac Dysfunction in Patients with Sleep Disordered Breathing
Journal of the American College of Cardiology 73(9S1):998
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Predicting 30-day Readmission In Patients With A Primary Versus Secondary Diagnosis Of Heart Failure
Journal of Cardiac Failure
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Predictors of 30Day Readmission in Patients Hospitalized with Heart-Failure as a Primary and Secondary Diagnosis
Journal of Cardiac Failure
Conference Papers
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Predicting Patients Vulnerable to Short-Term Readmission.
2019 May;
Title or Abstract | Type | Sponsor/Event | Date/Year | Location |
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Predictors of 30Day Readmission in Patients Hospitalized with Heart-Failure as a Primary and Secondary Diagnosis | Poster | Heart Failure Society of America | 2022 | Heart Failure Society of America, Washington D.C |
Readmission In Patients With A Primary Versus Secondary Diagnosis Of Heart Failure | Poster | Heart Failure Society of America | 2022 | Heart Failure Society of America, Washington D.C |
Analysis of Biomarker Level Changes in Patients Undergoing Anthracycline Chemotherapy | Poster | American College of Physicians Virginia Chapter | 2022 | American College of Physicians Virginia Chapter, Virginia |
Nailing the Handoff: Improving Fourth-Year Medical Student Handoff Performance in a Transition to Residency Course. | Poster | Society of Academic Emergency Medicine | 2022 | Society of Academic Emergency Medicine, Louisiana |
A Dedicated Guideline Directed Medical Therapy Clinic Improves Quality of Care and Outcomes In Patients with Heart Failure and Reduced Ejection Fraction | Poster | 2020 | Annual HFSA meeting | |
Achievement of Target Doses of Guideline-Directed Medical Therapy Prior to Cardiac Resynchronization Therapy is Suboptim | Other | Journal of Cardiac Failure | 2019 | |
Assessment of Cardiac Abnormalities in Sickle Cell Disease Patients Using Echocardiograph | Other | Blood | 2019 | |
Differential impact of Apnea Hypopnea Index and Nocturnal Oxygen Desaturation on Cardiac Dysfunction in Patients with Sleep Disordered Breathing | Other | Journal of the American College of the Cardiology | 2019 | |
Predicting Patients Vulnerable to Short-Term Readmission | Poster | Biomedical Health Informatics | 2019 | Chicago |
Development of UCONN Health Heart Failure Mobile Application | Poster | 3rd Annual UConn Center for mHealth and Social Media Conference | 2018 | Storrs, CT |
Circulating Caspase-3 p17 Fragment as a Novel Marker for Cardiac Apoptosis During Cardioplegia | Poster | American Society for Investigative Pathology Annual Meeting | 2018 | San Diego, CA |
The Lower the Better-Intensive Systolic Blood Pressure Control is associated with Better Diastolic Function | Poster | Connecticut Chapter of the American College of Cardiology | 2017 | Monroe, CT |
Modeling Patient Adherence Trends Using Markov Chains | Talk | Industrial and Systems Engineering Research Conference | 2014 | Montreal, CA, |
Multivariate Statistical Process Control to Monitor Hypertensive Patients | Talk | 13. European Network for Business and Industrial Statistics Meeting (ENBIS13) | 2013 | Ankara, Turkey |
A Polynomial Regression based Framework for Constructing Longitudinal Data from Cross-Sectional Data: A Case Study using NHANES Data on Hypertensive Patients | Talk | 13th Biennial Symposium on Statistical Methods (CDC) | 2011 | Decatur, GA |
Chronic care intervention strategies | Talk | 2010 Center for integrated Healthcare Delivery System Workshop | 2010 | State College, PA |