Potentials and Challenges of Pervasive Sensing in the Intensive Care Unit

Frontiers in Digital Health

Patrick James Tighe¹  Parisa Rashidi²  Anis Davoudi²  Benjamin Shickel³  Azra Bihorac³ 

[1] Department of Anesthesiology, University of Florida, Gainesville, FL, United States;Department of Biomedical Engineering, University of Florida, Gainesville, FL, United States;Department of Medicine, University of Florida, Gainesville, FL, United States;

关键词: intensive care unit (ICU);    wearable device;    computer vision;    pervasive sensing;    patient monitoring;   

DOI  :  10.3389/fdgth.2022.773387

来源: DOAJ

【 摘 要 】

Patients in critical care settings often require continuous and multifaceted monitoring. However, current clinical monitoring practices fail to capture important functional and behavioral indices such as mobility or agitation. Recent advances in non-invasive sensing technology, high throughput computing, and deep learning techniques are expected to transform the existing patient monitoring paradigm by enabling and streamlining granular and continuous monitoring of these crucial critical care measures. In this review, we highlight current approaches to pervasive sensing in critical care and identify limitations, future challenges, and opportunities in this emerging field.

【 授权许可】

Unknown