Аннотации:
This paper presents HeartUp, an innovative cardiology management system designed to enhance the diagnosis
and monitoring of heart failure (HF) conditions, which currently
affect 26 million patients worldwide. Heart failure management is
often hindered by delayed treatment and insufficient monitoring
despite the availability of extensive patient data, leading to severe
and sometimes fatal outcomes. HeartUp addresses these challenges by integrating and processing various forms of essential
cardiac diagnostic data, including medical forms, heart sound
recordings, and electrocardiograms (ECG). The system also
evaluates the feasibility of using left ventricular assisting devices
(LVADs) for individual patients. LVADs, although beneficial for
regulating blood flow, are hampered by high manufacturing and
maintenance costs, making their widespread use problematic.
HeartUp’s comprehensive management solution leverages multimodal data inputs—such as audio, echocardiography, imaging, and laboratory analyses—to provide cardiologists with a
robust tool for assessing patient conditions and making informed decisions regarding the viability of LVAD deployment.
By streamlining the storage, processing, and reporting of cardiac
health data, HeartUp aims to improve the quality of care and
patient outcomes in cardiology by facilitating timely and accurate
treatment interventions.