New AI-based method revolutionizes cardiac diagnoses: Germany's medical breakthrough

Veröffentlicht:

Von:

Erfahren Sie in dem Artikel, wie Künstliche Intelligenz in der Herzmedizin eingesetzt wird, um präzise Diagnosen zu ermöglichen und invasiven Untersuchungen möglicherweise überflüssig zu machen. Die Forschungsergebnisse einer Studie mit mehr als 60.000 Patienten werden vorgestellt. Die KI-Methoden wurden von Forschern der Universität Heidelberg, des Universitätsklinikums Ulm und des Robert Bosch Klinikums Stuttgart entwickelt. Die Generalisierbarkeit der KI wurde durch die Berücksichtigung heterogener Daten gewährleistet. Die Forschungsarbeiten erfolgten unter strengen Datenschutzgesetzen in Deutschland. Die KI soll zukünftig auch auf andere medizinische Fragestellungen angewendet werden.
In the article, you can find out how artificial intelligence is used in cardiac medicine to enable precise diagnoses and possibly make invasive examinations superfluous. The research results of a study with more than 60,000 patients are presented. The AI ​​methods were developed by researchers from the University of Heidelberg, the University Hospital Ulm and the Robert Bosch Clinic Stuttgart. The generalizability of the AI ​​was guaranteed by the consideration of heterogeneous data. The research was carried out under strict data protection laws in Germany. In the future, the AI ​​will also be applied to other medical issues. (Symbolbild/MB)






Artificial intelligence supports doctors in precise cardiac diagnoses

Artificial intelligence supports doctors in precise cardiac diagnoses

heart diseases are an increasing problem in Germany that affects millions of people. Precise diagnosis is crucial for the optimal treatment of each individual patient. In a new study, researchers from the University of Heidelberg showed the potential of artificial intelligence (AI) in cardiac medicine.

The importance of artificial intelligence in cardiac medicine

In a publication in the renowned science journal Lancet Digital Health, researchers from the University of Heidelberg carried out a groundbreaking study. The study included more than 60,000 patients and shows the potential of AI in cardiac medicine. This new method enables differentiated diagnoses and functional measurements of the heart based on MRI recordings.

The role of AI in the diagnosis of heart failure

heart failure affects up to 2.5 million people in Germany alone. In order to make a precise diagnosis, doctors use various examination methods and measure important parameters of the heart. Thanks to artificial intelligence, doctors can benefit from machine support in the future to diagnose heart failure at an early stage. For example, the AI ​​can determine the filling pressure in the heart chambers based on MRI recordings and thus make invasive examinations superfluous. A more precise diagnosis enables more targeted treatment and may also reduce health costs.

improvement in work processes and accessibility

The research team managed to do the AI ​​only a single MRI picture for a precise diagnosis instead of many different sequences. This accelerates the diagnostic process and could help reduce bottlenecks in MRI diagnostics. In addition, AI can improve work processes, reduce the time required for experts and medical personnel and facilitate the examination for patients. In addition, important physiological parameters can be read solely on the basis of non-invasive imaging.

collaboration for the generalization of the KI

The research team made sure that it works not only in Heidelberg, but also in other clinics. For this purpose, heterogeneous data from different devices and examination protocols were taken into account. This multicenter study design ensures the generalizability of the AI. The cooperation between different clinical centers is crucial to promote such innovative solutions.

Ki made in Germany

In Germany, strict data protection laws for health data are met. All data analyzes were carried out locally on servers in Heidelberg. The research work on the AI ​​has been completed, but the software still has to be certified according to the medical device law before it can be driven out. The research team plans to apply the AI ​​to other questions, for example to record additional parameters from an electrocardiogram.

The future of cardiac medicine

Thanks to artificial intelligence, doctors can make more precise diagnoses and optimize the treatment of heart diseases. The integration of digital medicine and machine learning opens up new opportunities for applied medicine. Developments in cardiac medicine are an example of how innovative technologies can improve healthcare.