Michael J. Pencina, PhD

Michael J. Pencina, PhD

Duke University

H-index: 119

North America-United States

About Michael J. Pencina, PhD

Michael J. Pencina, PhD, With an exceptional h-index of 119 and a recent h-index of 81 (since 2020), a distinguished researcher at Duke University, specializes in the field of Risk Prediction, Cardiovascular Epidemiology, Artificial Intelligence, Data Science, Health System Innovation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Trans-Balance: Reducing demographic disparity for prediction models in the presence of class imbalance

Identifying a stable and generalizable factor structure of major depressive disorder across three large longitudinal cohorts

Translating ethical and quality principles for the effective, safe and fair development, deployment and use of artificial intelligence technologies in healthcare

Development and Validation of the American Heart Association’s PREVENT Equations

Adaptive Discretization for Event PredicTion (ADEPT)

Abstract WP236: Harmonization of Stroke Risk Prediction Variables Using Natural Language Processing

In Memoriam: Ralph B. D’Agostino, Sr.(1940-2023)

A Nationwide Network of Health AI Assurance Laboratories

Michael J. Pencina, PhD Information

University

Position

School of Medicine

Citations(all)

115939

Citations(since 2020)

52934

Cited By

68498

hIndex(all)

119

hIndex(since 2020)

81

i10Index(all)

345

i10Index(since 2020)

285

Email

University Profile Page

Duke University

Google Scholar

View Google Scholar Profile

Michael J. Pencina, PhD Skills & Research Interests

Risk Prediction

Cardiovascular Epidemiology

Artificial Intelligence

Data Science

Health System Innovation

Top articles of Michael J. Pencina, PhD

Title

Journal

Author(s)

Publication Date

Trans-Balance: Reducing demographic disparity for prediction models in the presence of class imbalance

Journal of Biomedical Informatics

Chuan Hong

Molei Liu

Daniel M Wojdyla

Jimmy Hickey

Michael Pencina

...

2024/1/1

Identifying a stable and generalizable factor structure of major depressive disorder across three large longitudinal cohorts

Psychiatry Research

Vincent WS Tseng

Jordan A Tharp

Jacob E Reiter

Weston Ferrer

David S Hong

...

2024/3/1

Translating ethical and quality principles for the effective, safe and fair development, deployment and use of artificial intelligence technologies in healthcare

Journal of the American Medical Informatics Association

Nicoleta J Economou-Zavlanos

Sophia Bessias

Michael P Cary Jr

Armando D Bedoya

Benjamin A Goldstein

...

2024/3/1

Development and Validation of the American Heart Association’s PREVENT Equations

Circulation

Sadiya S Khan

Kunihiro Matsushita

Yingying Sang

Shoshana H Ballew

Morgan E Grams

...

2024/2/6

Adaptive Discretization for Event PredicTion (ADEPT)

Jimmy Hickey

Ricardo Henao

Daniel Wojdyla

Michael Pencina

Matthew Engelhard

2024/4/18

Abstract WP236: Harmonization of Stroke Risk Prediction Variables Using Natural Language Processing

Stroke

Pratheek Mallya

Juan Zhao

Chuan Hong

Ricardo Henao

Daniel Wojdyla

...

2024/2

In Memoriam: Ralph B. D’Agostino, Sr.(1940-2023)

American Journal of Epidemiology

Lucy D’Agostino McGowan

Michael Pencina

Lisa Sullivan

Ralph B D’Agostino Jr

2024/3/6

A Nationwide Network of Health AI Assurance Laboratories

JAMA

Nigam H Shah

John D Halamka

Suchi Saria

Michael Pencina

Troy Tazbaz

...

2023/12

The Causal-Benefit Model to Prevent Cardiovascular Events

Ciaran Kohli-Lynch

George Thanassoulis

Michael Pencina

Daniel Sehayek

Karol Pencina

...

2024/3/1

Cardiovascular-kidney-metabolic health: a presidential advisory from the American Heart Association

Chiadi E Ndumele

Janani Rangaswami

Sheryl L Chow

Ian J Neeland

Katherine R Tuttle

...

2023/11/14

All models are local: time to replace external validation with recurrent local validation

arXiv preprint arXiv:2305.03219

Alex Youssef

Michael Pencina

Anshul Thakur

Tingting Zhu

David Clifton

...

2023/5/5

Mitigating Racial And Ethnic Bias And Advancing Health Equity In Clinical Algorithms: A Scoping Review: Scoping review examines racial and ethnic bias in clinical algorithms

Michael P Cary Jr

Anna Zink

Sijia Wei

Andrew Olson

Mengying Yan

...

2023/10/1

Facilitating Harmonization of Variables in Framingham, MESA, ARIC, and REGARDS Studies Through a Metadata Repository

Circulation: Cardiovascular Quality and Outcomes

Pratheek Mallya

Laura M Stevens

Juan Zhao

Chuan Hong

Ricardo Henao

...

2023/11

The Influence of Hybrid Comprehensive Telerehabilitation on Anxiety in Heart Failure Patients: The TELEREH-HF Randomized Clinical Trial

Journal of Clinical Psychology in Medical Settings

Anna Mierzyńska

Izabela Jaworska

Ryszard Piotrowicz

Ilona Kowalik

Michael Pencina

...

2023/12/18

Cardiovascular disease risk prediction in young adults—the next frontier

JAMA cardiology

Sadiya Sana Khan

Michael J Pencina

2023/2/1

Semi-supervised calibration of noisy event risk (SCANER) with electronic health records

Journal of biomedical informatics

Chuan Hong

Liang Liang

Qianyu Yuan

Kelly Cho

Katherine P Liao

...

2023/8/1

External validation of AI models in health should be replaced with recurring local validation

Nature Medicine

Alexey Youssef

Michael Pencina

Anshul Thakur

Tingting Zhu

David Clifton

...

2023/11

Novel prediction equations for absolute risk assessment of total cardiovascular disease incorporating cardiovascular-kidney-metabolic health: a scientific statement from the …

Sadiya S Khan

Josef Coresh

Michael J Pencina

Chiadi E Ndumele

Janani Rangaswami

...

2023/12/12

Interplay of atherogenic particle number and particle size and the risk of coronary heart disease

Clinical chemistry

Karol M Pencina

Michael J Pencina

Patrick R Lawler

James C Engert

Line Dufresne

...

2023/1/4

Needles in a haystack: Finding qualitative and quantitative collaborators in academic medical centers

Academic medicine

Gina-Maria Pomann

Tracy Truong

Mary Boulos

L Ebony Boulware

Rebecca N Brouwer

...

2023/8/1

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