publication . Article . 2016

Deep eye-CU (DECU): Summarization of patient motion in the ICU

Torres, C; Fried, JC; Rose, K; Manjunath, BS;
Open Access
  • Published: 01 Jan 2016
  • Publisher: eScholarship, University of California
  • Country: United States
Abstract
© Springer International Publishing Switzerland 2016. Healthcare professionals speculate about the effects of poses and pose manipulation in healthcare. Anecdotal observations indicate that patient poses and motion affect recovery. Motion analysis using human observers puts strain on already taxed healthcare workforce requiring staff to record motion. Automated algorithms and systems are unable to monitor patients in hospital environments without disrupting patients or the existing standards of care. This work introduces the DECU framework, which tackles the problem of autonomous unobtrusive monitoring of patient motion in an Intensive Care Unit (ICU). DECU comb...
Subjects
free text keywords: Clinical Research, Artificial Intelligence & Image Processing
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publication . Article . 2016

Deep eye-CU (DECU): Summarization of patient motion in the ICU

Torres, C; Fried, JC; Rose, K; Manjunath, BS;