Steffen E. Petersen

A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME

2024 · 477 Zit. · Advanced Intelligent Systems

Explainable Artificial Intelligence and Cardiac Imaging: Toward More Interpretable Models

2023 · 85 Zit. · Circulation Cardiovascular Imaging

The Promise of AI in Detection, Diagnosis, and Epidemiology for Combating COVID-19: Beyond the Hype

2021 · 74 Zit. · Frontiers in Artificial Intelligence

Fairness in Cardiac Magnetic Resonance Imaging: Assessing Sex and Racial Bias in Deep Learning-Based Segmentation

2022 · 67 Zit. · Frontiers in Cardiovascular Medicine

Artificial Intelligence Will Transform Cardiac Imaging—Opportunities and Challenges

2019 · 67 Zit. · Frontiers in Cardiovascular Medicine

Clinician's guide to trustworthy and responsible artificial intelligence in cardiovascular imaging

2022 · 34 Zit. · Frontiers in Cardiovascular Medicine

Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation

2021 · 24 Zit. · Lecture notes in computer science

Image‐Based Biological Heart Age Estimation Reveals Differential Aging Patterns Across Cardiac Chambers

2023 · 23 Zit. · Journal of Magnetic Resonance Imaging

PROTEUS: A Prospective RCT Evaluating Use of AI in Stress Echocardiography

2024 · 17 Zit. · NEJM AI

Fairness in Cardiac Magnetic Resonance Imaging: Assessing Sex and Racial Bias in Deep Learning-based Segmentation

2021 · 13 Zit.

Artificial intelligence in cardiovascular imaging: risks, mitigations and the path to safe implementation

2025 · 3 Zit. · Heart

A Review of Evaluation Approaches for Explainable AI With Applications in Cardiology

2023 · 3 Zit.

A Review of Evaluation Approaches for Explainable AI With Applications in Cardiology

2023 · 1 Zit.

Fairness-Aware Data Augmentation for Cardiac MRI Using Text-Conditioned Diffusion Models

2025 · 0 Zit. · Lecture notes in computer science

AI in the Real World

2023 · 0 Zit.