Lisa Pennells

2 Worts' Causeway
Cambridge, ENG, United Kingdom

Last Updated: 09/26/2026

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Found 49 publications

Transformer-based models for cardiovascular disease risk prediction: what is the potential?

Transformer-based models for cardiovascular disease risk prediction: what is the potential?

Journal: European heart journal

Published: August 21, 2026

Comparison of different long-term cardiovascular disease risk prediction horizons to guide preventive drug treatment in apparently healthy individuals.

Comparison of different long-term cardiovascular disease risk prediction horizons to guide preventive drug treatment in apparently healthy individuals.

Journal: European heart journal. Quality of care & clinical outcomes

Published: January 09, 2026

Risk prediction in patients with heart failure with preserved ejection fraction: the LIFE-Preserved model.

Risk prediction in patients with heart failure with preserved ejection fraction: the LIFE-Preserved model.

Journal: European heart journal

Published: September 12, 2025

Prediction of incident heart failure in established atherosclerotic cardiovascular disease: the SMART2-HF model.

Prediction of incident heart failure in established atherosclerotic cardiovascular disease: the SMART2-HF model.

Journal: European heart journal

Published: September 12, 2025

Using population-wide electronic health records for timely contemporary assessment of cardiovascular disease risk prediction model performance: COVID-19 impact on the SCORE2 models.

Using population-wide electronic health records for timely contemporary assessment of cardiovascular disease risk prediction model performance: COVID-19 impact on the SCORE2 models.

Journal: European journal of preventive cardiology

Published: September 02, 2025

Using SCORE2 with a risk chart or online calculator: impact on model performance, treatment eligibility, and cardiovascular disease prevention.

Using SCORE2 with a risk chart or online calculator: impact on model performance, treatment eligibility, and cardiovascular disease prevention.

Journal: European heart journal. Quality of care & clinical outcomes

Published: August 12, 2025

Using SCORE2 with a risk chart or online calculator: Impact on model performance, treatment eligibility and cardiovascular disease prevention.

Using SCORE2 with a risk chart or online calculator: Impact on model performance, treatment eligibility and cardiovascular disease prevention.

Journal: European heart journal. Quality of care & clinical outcomes

Published: August 12, 2025

Beyond traditional scores: a critical look at machine learning approaches in cardiovascular risk assessment.

Beyond traditional scores: a critical look at machine learning approaches in cardiovascular risk assessment.

Journal: European journal of preventive cardiology

Published: July 11, 2025

Time matters: exploring horizons in cardiovascular disease risk assessment.

Time matters: exploring horizons in cardiovascular disease risk assessment.

Journal: European journal of preventive cardiology

Published: March 04, 2025

Cohort profile: the BangladEsh Longitudinal Investigation of Emerging Vascular and nonvascular Events (BELIEVE) cohort study.

Cohort profile: the BangladEsh Longitudinal Investigation of Emerging Vascular and nonvascular Events (BELIEVE) cohort study.

Journal: BMJ open

Published: January 22, 2025

Cardiac Troponins and Cardiovascular Disease Risk Prediction: An Individual-Participant-Data Meta-Analysis.

Cardiac Troponins and Cardiovascular Disease Risk Prediction: An Individual-Participant-Data Meta-Analysis.

Journal: Journal of the American College of Cardiology

Published: October 23, 2024

2024 Revision of the level of evidence grading system for ESC clinical practice guideline recommendations II: diagnostic tests and prediction models.

2024 Revision of the level of evidence grading system for ESC clinical practice guideline recommendations II: diagnostic tests and prediction models.

Journal: European heart journal

Published: September 12, 2024

Showing 1-12 of 49

Last Updated: 09/26/2026