A wearable cardiac ultrasound imager
Носимый ультразвуковой визуализатор сердца
2023-01-25
SCID: 54.1/d6jap9u9
Discuss with AI
continuous cardiac imagingdeep learningejection fractionleft ventricular volumewearable cardiac ultrasound
Figures from the paper
Abstract (AI)
Abstract Continuous imaging of cardiac functions is highly desirable for the assessment of long-term cardiovascular health, detection of acute cardiac dysfunction and clinical management of critically ill or surgical patients 1–4 . However, conventional non-invasive approaches to image the cardiac function cannot provide continuous measurements owing to device bulkiness 5–11 , and existing wearable cardiac devices can only capture signals on the skin 12–16 . Here we report a wearable ultrasonic device for continuous, real-time and direct cardiac function assessment. We introduce innovations in device design and material fabrication that improve the mechanical coupling between the device and human skin, allowing the left ventricle to be examined from different views during motion. We also develop a deep learning model that automatically extracts the left ventricular volume from the continuous image recording, yielding waveforms of key cardiac performance indices such as stroke volume, cardiac output and ejection fraction. This technology enables dynamic wearable monitoring of cardiac performance with substantially improved accuracy in various environments.
Key Findings
1
A deep-learning model automatically extracts left-ventricular volume from continuous recordings and generates stroke-volume, cardiac-output and ejection-fraction waveforms.
2
A wearable ultrasonic device enables continuous, real-time and direct imaging-based assessment of cardiac function.
3
Device design and material-fabrication innovations improve mechanical coupling to skin, enabling left-ventricle imaging from multiple views during motion.
4
The device addresses the limitations of conventional bulky cardiac imaging systems and existing wearable devices that capture only surface signals.
5
The technology supports dynamic wearable monitoring of cardiac performance with substantially improved accuracy across various environments.
Research Object
the human left ventricle and cardiac function in moving individuals
Research Subject
continuous, real-time, direct assessment of cardiac performance, including left-ventricular volume, stroke volume, cardiac output and ejection fraction, under dynamic conditions
Publication Details
Publication Date
2023-01-25
Journal
Publisher
ISSN
Cited by
638
Open access PDF
Access Type
Author Information
Download PDF
Subscribe to digest