A Survey of Sensors in Healthcare Workflow Monitoring
Open Access
- 17 April 2018
- journal article
- research article
- Published by Association for Computing Machinery (ACM) in ACM Computing Surveys
- Vol. 51 (2) , 1-37
Abstract
Activities of a clinical staff in healthcare environments must regularly be adapted to new treatment methods, medications, and technologies. This constant evolution requires the monitoring of the workflow, or the sequence of actions from actors involved in a procedure, to ensure quality of medical services. In this context, recent advances in sensing technologies, including Real-time Location Systems and Computer Vision, enable high-precision tracking of actors and equipment. The current state-of-the-art about healthcare workflow monitoring typically focuses on a single technology and does not discuss its integration with others. Such an integration can lead to better solutions to evaluate medical workflows. This study aims to fill the gap regarding the analysis of monitoring technologies with a systematic literature review about sensors for capturing the workflow of healthcare environments. Its main scientific contribution is to identify both current technologies used to track activities in a clinical environment and gaps on their combination to achieve better results. It also proposes a taxonomy to classify work regarding sensing technologies and methods. The literature review does not present proposals that combine data obtained from Real-time Location Systems and Computer Vision sensors. Further analysis shows that a multimodal analysis is more flexible and could yield better results.Keywords
This publication has 140 references indexed in Scilit:
- Pictorial Structures on RGB-D Images for Human Pose Estimation in the Operating Room2015
- Autonomous In-door Vehicles2014
- Real-Time Hand Gesture Recognition Using RGB-D Sensor2014
- A Personalized Gesture Interaction System with User Identification Using KinectLecture Notes in Computer Science, 2014
- Estimating a Patient Surface Model for Optimizing the Medical Scanning Workflow2014
- 3D Global Estimation and Augmented Reality Visualization of Intra-operative X-ray Dose2014
- Controlling and Coordinating Computers in a Room with In-Room Gestures2014
- Relevance-Based Visualization to Improve Surgeon Perception2014
- Temporally Consistent 3D Pose Estimation in the Interventional Room Using Discrete MRF Optimization over RGBD SequencesLecture Notes in Computer Science, 2014
- Towards a Touchless Master Console for Natural Interactions in Sterilized and Cognitive Robotic Surgery Environments2014