PREDICT 2

Atrial fibrillation and heart failure are two of the major cardiovascular challenges of our time. It is important that these conditions are detected in time and treated according to guidelines. This is far from always the case. It is sometimes not clear that certain symptoms are caused by atrial fibrillation or heart failure, neither to the patient himself nor to health care providers. As a result, it sometimes takes a long time before someone receives the right treatment. The chronic nature of heart diseases such as atrial fibrillation and heart failure also means that patients with these conditions are seen by many healthcare providers. To achieve this in a high-quality and transparent manner, optimal cooperation between the various care domains is necessary. It is important that the principle of right care in the right place (JZOJP) is applied. However, network care is complex and the effective organization of JZOJP by the right healthcare professional is still far from commonplace despite the many initiatives. The origin Better treatment of these conditions was a priority on the cardiovascular disease research agenda. This is why the Dutch Heart Foundation and ZonMw have started the thematic collaboration “Right Heart Care In the Right Place". By combining expertise, we want to detect as many people as possible with atrial fibrillation and heart failure early and treat them optimally. We are doing this in various ways: jointly setting up subsidy rounds to support regional collaborations, supporting a national support structure for the regions and overarching activities that contribute to knowledge development. As part of Right Heart Care In the Right Place, the network program of the Dutch Society of Cardiology, NVVC Connect, together with involved network partners, facilitates an adequate national support structure for affiliated regional collaborations, or Connect regions. The Connect regions are supported and guided in, for example, preparing the subsidy application and they receive support during the implementation of the regional transmural agreements. The research The Right Heart Care In the Right Place consists of two forms of support: the National Impulse: the aim is to set up a sustainable national support structure that stimulates and guides regions in the regional design and implementation of network care in the field of atrial fibrillation and heart failure the Regional Impulse: the aim of the Regio-Impulse Cardiac Care is to support regional alliances, the Connect regions, in implementing regional transmural agreements. By bringing together the various care providers from the 3rd, 2nd and 1st line, these collaborative ventures jointly offer cardiological care for atrial fibrillation or heart failure more integrally and transmurally. In this way, the patient comes into contact with the healthcare provider who can best contribute to the care need at that moment. A maximum of 22 Connect regions can receive funding to implement the transmural agreements or to optimize the implementation in their region.

The correct interpretation of electrocardiograms (ECGs) is crucial for accurately diagnosing cardiac abnormalities. Current methods, both manual by physicians and computerized, have not achieved the level of accuracy comparable to cardiologists in detecting acute cardiac issues. Leveraging advancements in artificial intelligence and big data, particularly deep neural networks, offers promising avenues to improve ECG interpretation where traditional methods have fallen short. The ECG-Project develops deep learning algorithms to automate ECG interpretation, particularly focusing on areas where current methods are inadequate. Through this research, we aim to revolutionize ECG interpretation, improving diagnostic accuracy, reducing healthcare resource utilization, and ultimately enhancing patient outcomes. The Research The project objectives are: WP1: Creating an algorithm capable of accurately and swiftly triaging ECGs through transfer learning, uncovering features in diseases with unknown ECG characteristics (such as primary arrhythmia syndromes and genetic disorders). WP2: design a portable multi-lead ecg-device, suitable for use by patients at home and healthcare professionals. This device will enable high-quality ECG acquisitions for rapid diagnosis. Origin This project is funded within the Innovative Medical Devices Initiative (IMDI) program 'Heart for Sustainable Care'. The focus of this program is the development of medical technology for the earlier detection, monitoring, and better treatment of cardiovascular diseases to ensure accessible healthcare and sufficient staffing. The program has been developed and funded by the Dutch Heart Foundation, ZonMw and NWO, who collaborate within the Dutch CardioVascular Alliance.