German Centre for Cardiovascular Research

Applications of artificial intelligence/machine learning approaches in cardiovascular medicine: a systematic review with recommendations

Sarah Friedrich, Stefan Groß, Inke R. König et al.

2021 · 67 Zit.

A cardiologist’s guide to machine learning in cardiovascular disease prognosis prediction

Karl‐Patrik Kresoja, Matthias Unterhuber, Rolf Wachter et al.

2023 · 64 Zit.

ChatGPT With GPT-4 Outperforms Emergency Department Physicians in Diagnostic Accuracy: Retrospective Analysis

John Michael Hoppe, Matthias K. Auer, Anna Strüven et al.

2024 · 53 Zit.

Utility of deep learning networks for the generation of artificial cardiac magnetic resonance images in congenital heart disease

Gerhard‐Paul Diller, Julius Vahle, Robert Radke et al.

2020 · 48 Zit.

Successfully implemented artificial intelligence and machine learning applications in cardiology: State-of-the-art review

Jef Van den Eynde, Mark Lachmann, Karl‐Ludwig Laugwitz et al.

2022 · 42 Zit.

Evolution of Artificial Intelligence-Powered Technologies in Biomedical Research and Healthcare

Ernesto Díaz-Flores, Tim Meyer, Alexis Giorkallos

2022 · 25 Zit.

The Heart and Artificial Intelligence—How Can We Improve Medicine Without Causing Harm

Christoph Reich, Benjamin Meder

2023 · 14 Zit.

A Collaborative Approach for the Development and Application of Machine Learning Solutions for CMR-Based Cardiac Disease Classification

Markus Huellebrand, Matthias Ivantsits, Lennart Tautz et al.

2022 · 13 Zit.

Real world federated learning with a knowledge distilled transformer for cardiac CT imaging

Malte Tölle, Philipp Garthe, Clemens Scherer et al.

2025 · 12 Zit.

Machine Learning Identifies New Predictors on Restenosis Risk after Coronary Artery Stenting in 10,004 Patients with Surveillance Angiography

Ulrich Güldener, Thorsten Kessler, Moritz von Scheidt et al.

2023 · 9 Zit.

Smart hospital: achieving interoperability and raw data collection from medical devices in clinical routine

Eimo Martens, Hans-Ulrich Haase, Giulio Mastella et al.

2024 · 6 Zit.

Implementation of a Clinical Trial Recruitment Support System Based on Fast Healthcare Interoperability Resources (FHIR) in a Cardiology Department

Clemens Scherer, Stephan Endres, Martin Orban et al.

2022 · 5 Zit.

On the Application of Artificial Intelligence/Machine Learning (AI/ML) in Late-Stage Clinical Development

Karl Köchert, Tim Friede, Michael Kunz et al.

2024 · 4 Zit.

Cardiac radiomics: an interactive approach for 4D data exploration

Lennart Tautz, Hannu Zhang, Markus Hüllebrand et al.

2020 · 3 Zit.

Assessing the Limitations of Large Language Models in Clinical Practice Guideline-concordant Treatment Decision-making on Real-world Data

Tobias Roeschl, Marie Hoffmann, Djawid Hashemi et al.

2024 · 2 Zit.