Steffen E. Petersen

Research interests

Publications

• A Perspective on Explainable Artificial Intelligence Methods: SHAP and LIME

  Advanced Intelligent Systems · 2024 · 10.1002/aisy.202400304

• 2023 ESC Guidelines for the management of cardiovascular disease in patients with diabetes

  European Heart Journal · 2023 · https://doi.org/10.1093/eurheartj/ehad192

• 2023 ESC Guidelines for the management of acute coronary syndromes

  European Heart Journal · 2023 · https://doi.org/10.1093/eurheartj/ehad191

• 2023 ESC Guidelines for the management of endocarditis

  European Heart Journal · 2023 · https://doi.org/10.1093/eurheartj/ehad193

• 2023 ESC Guidelines for the management of cardiomyopathies

  European Heart Journal · 2023 · https://doi.org/10.1093/eurheartj/ehad194

• 2022 ESC Guidelines on cardiovascular assessment and management of patients undergoing non-cardiac surgery

  European Heart Journal · 2022 · 10.1093/eurheartj/ehac270

• 2022 ESC/ERS Guidelines for the diagnosis and treatment of pulmonary hypertension

  European Heart Journal · 2022 · https://doi.org/10.1093/eurheartj/ehac237

• European Society of Cardiology: cardiovascular disease statistics 2021

  European Heart Journal · 2021 · 10.1093/eurheartj/ehab892

• 2021 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure

  European Heart Journal · 2021 · https://doi.org/10.1093/eurheartj/ehab368

• 2021 ESC Guidelines on cardiovascular disease prevention in clinical practice

  European Heart Journal · 2021 · https://doi.org/10.1093/eurheartj/ehab484

• The UK Biobank imaging enhancement of 100,000 participants: rationale, data collection, management and future directions

  Nature Communications · 2020 · 10.1038/s41467-020-15948-9

• 2020 ESC Guidelines for the management of adult congenital heart disease

  European Heart Journal · 2020 · 10.1093/eurheartj/ehaa554

• 2020 ESC Guidelines for the diagnosis and management of atrial fibrillation developed in collaboration with the European Association for Cardio-Thoracic Surgery (EACTS)

  European Heart Journal · 2020 · https://doi.org/10.1093/eurheartj/ehaa612

• 2019 ESC Guidelines for the management of patients with supraventricular tachycardiaThe Task Force for the management of patients with supraventricular tachycardia of the European Society of Cardiology (ESC)

  European Heart Journal · 2019 · 10.1093/eurheartj/ehz467

• 2019 ESC Guidelines for the management of patients with supraventricular tachycardiaThe Task Force for the management of patients with supraventricular tachycardia of the European Society of Cardiology (ESC)

  European Heart Journal · 2019 · 10.1093/eurheartj/ehz467

• 2019 ESC/EAS Guidelines for the management of dyslipidaemias: lipid modification to reduce cardiovascular risk

  European Heart Journal · 2019 · https://doi.org/10.1093/eurheartj/ehz455

• European Society of Cardiology: Cardiovascular Disease Statistics 2019

  European Heart Journal · 2019 · 10.1093/eurheartj/ehz859

• 2019 ESC/EAS guidelines for the management of dyslipidaemias: Lipid modification to reduce cardiovascular risk

  Atherosclerosis · 2019 · 10.1016/j.atherosclerosis.2019.08.014

• 2019 ESC/EAS Guidelines for the management of dyslipidaemias: lipid modification to reduce cardiovascular risk

  European Heart Journal · 2019 · https://doi.org/10.1093/eurheartj/ehz455

• Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

  IEEE Transactions on Medical Imaging · 2018 · 10.1109/tmi.2018.2837502

• Automated cardiovascular magnetic resonance image analysis with fully convolutional networks

  Journal of Cardiovascular Magnetic Resonance · 2018 · 10.1186/s12968-018-0471-x

• Reference ranges for cardiac structure and function using cardiovascular magnetic resonance (CMR) in Caucasians from the UK Biobank population cohort

  Journal of Cardiovascular Magnetic Resonance · 2016 · 10.1186/s12968-017-0327-9

• Left Ventricular Non-Compaction

  Journal of the American College of Cardiology · 2005 · 10.1016/j.jacc.2005.03.045

• Normal Human Left and Right Ventricular and Left Atrial Dimensions Using Steady State Free Precession Magnetic Resonance Imaging

  Journal of Cardiovascular Magnetic Resonance · 2005 · 10.1080/10976640500295516

Current projects

No projects listed.