Steffen E. Petersen

A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME

2024 · 555 Zit. · Advanced Intelligent Systems

Explainable Artificial Intelligence and Cardiac Imaging: Toward More Interpretable Models

2023 · 91 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

Artificial Intelligence Will Transform Cardiac Imaging—Opportunities and Challenges

2019 · 67 Zit. · Frontiers in Cardiovascular Medicine

A review of evaluation approaches for explainable AI with applications in cardiology

2024 · 47 Zit. · Artificial Intelligence Review

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

2022 · 35 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

PROTEUS Study: A Prospective Randomized Controlled Trial Evaluating the Use of Artificial Intelligence in Stress Echocardiography

2023 · 22 Zit. · American Heart Journal

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. · medRxiv

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

2025 · 3 Zit. · Heart

New ways to use imaging data in cardiovascular research: survey of opinions on federated learning and synthetic data

2025 · 3 Zit. · European Heart Journal - Imaging Methods and Practice

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