posted by user: paulalago || 496 views || tracked by 3 users: [display]

NurseChallenge 2021 : Third Nurse Care Activity Recognition Challenge 2021 - Call for Participation

FacebookTwitterLinkedInGoogle

Link: https://abc-research.github.io/nurse2021/
 
When Sep 25, 2021 - Sep 26, 2021
Where Worldwide (online)
Abstract Registration Due Jun 1, 2021
Submission Deadline Jun 20, 2021
Notification Due Jun 30, 2021
Categories    wearable sensors   ubicomp   nursing activities
 

Call For Papers

Third Nurse Care Activity Recognition Challenge 2021 - Call for Participation

https://abc-research.github.io/nurse2021/



In an aging population, the demand for nurse workers increases to care for elders. Helping nurse workers make their work more efficiently, will help increase the elder quality of life, as the nurses can focus their efforts on care-activities instead of other activities such as documentation.

Activity Recognition can be used for this goal. If we can recognize what activity a nurse is engaged in, we can partially automate documentation process to reduce time spent on this task, monitor care plan compliance to assure that all care activities have been done for each elder, among others.

Following two successful challenges, the third Nurse Care Activity Recognition Challenge (2021) will provide participants with data from a real nurse care facility in Japan. Real-world data has labeling inaccuracies (start time and end time are not accurately provided by the nurses), missing data (as some phones run out of battery), and other challenges not considered in laboratory data. Participants will have to design models robust to such challenges to recognize activities in two unseen weeks of data.

Important Dates

· Start of competition: April 25, 2021

· Test data sent to participants: May 25, 2021

· Registration close: June 1, 2021

· Submission of results: June 15, 2021

· Submission of paper: June 20, 2021

· Review sent to participants: July 15, 2021

· Camera-ready paper: July 31, 2021



Review and Publication

· All publications will be peer-reviewed together with their contribution to the topic of the workshop.

· The accepted papers will be published in the UbiComp/ISWC 2021 adjunct proceedings, which will be included in the ACM Digital Library.



Registration Link

https://docs.google.com/forms/d/e/1FAIpQLSezsXfXri9zJ6H_cBkYYELhPweGUt9NzHjm6sX3EpSOXSy-xA/viewform

Organizers

Sozolab (sozolab.jp)

----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------

Related Resources

IE 2022   18th International Conference on Intelligent Environments
SI: Adaptive HAR in smart spaces 2022   Special issue : Adaptive Human Activity and Behaviour Recognition Models for Context Awareness in Intelligent Environments
CVPR 2022   Computer Vision and Pattern Recognition
BioCreativeVII 2021   BioCreative VII Challenge and Workshop - Call For Participation
ASSIST 2021   [CfP] ASSIST: 1st International Workshop on AI and Sensor-Supported Integrated care Solutions @PETRAE 2021
MLDM 2022   18th International Conference on Machine Learning and Data Mining
ICDM 2022   22th Industrial Conference on Data Mining
CFIMA 2021   2021 2nd International Conference on Frontiers of Intelligent Manufacturing and Automation (CFIMA 2021)
ICIAP 2021   ICIAP2021 -21th International Conference on Image Analysis and Processing
ICPRAM 2022   11th International Conference on Pattern Recognition Applications and Methods