German Centre for Cardiovascular Research

Machine learning for real-time prediction of complications in critical care: a retrospective study

Alexander Meyer, Dina Zverinski, Boris Pfahringer et al.

2018 · 354 Zit.

Machine learning algorithms estimating prognosis and guiding therapy in adult congenital heart disease: data from a single tertiary centre including 10 019 patients

Gerhard‐Paul Diller, Aleksander Kempny, Sonya V. Babu‐Narayan et al.

2018 · 193 Zit.

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

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

2023 · 69 Zit.

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 · 68 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 · 66 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 · 45 Zit.

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

Ernesto Díaz-Flores, Tim Meyer, Alexis Giorkallos

2022 · 26 Zit.

Automatic structuring of radiology reports with on-premise open-source large language models

Piotr Woźnicki, Caroline Laqua, Ina Fiku et al.

2024 · 25 Zit.

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

Malte Tölle, Philipp Garthe, Clemens Scherer et al.

2025 · 17 Zit.

Performance of an Artificial Intelligence-Based Platform Against Clinical Radiology Reports for the Evaluation of Noncontrast Chest CT

Basel Yacoub, Ismail Kabakus, U. Joseph Schoepf et al.

2021 · 16 Zit.

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

Christoph Reich, Benjamin Meder

2023 · 15 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.

Artificial intelligence based real-time prediction of imminent heart failure hospitalisation in patients undergoing non-invasive telemedicine

Nils Hinrichs, Alexander Meyer, Kerstin Koehler et al.

2024 · 11 Zit.

Radiomics workflow definition & challenges - German priority program 2177 consensus statement on clinically applied radiomics

Ralf Floca, Jonas Bohn, Christian Haux et al.

2024 · 9 Zit.

Surgical phase and instrument recognition: how to identify appropriate dataset splits

Georgii Kostiuchik, Lalith Sharan, Benedikt Mayer et al.

2024 · 8 Zit.