Collaborative Research: RAPID: Understanding and Facilitating Remote Triage and Rehabilitation During Pandemics via Visual Based Patient Physiologic Sensing
Collaborative Research: RAPID: Understanding and Facilitating Remote Triage and Rehabilitation During Pandemics via Visual Based Patient Physiologic Sensing
批准号:
2030502
负责人:
Min Wu
金额:
$8.11万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2020
资助国家:
美国
项目状态:
已结题
起止时间:
2020-06-01 至 2022-05-31
中文摘要
点击翻译按钮获取中文摘要
英文摘要
This RAPID project plans to investigate visual-based physiological sensing technologies to facilitate remote triage and rehabilitation during pandemics, by using low-cost consumer-grade cameras to track such physiological conditions as respiration rate, heart rate, and blood oxygen saturation levels from videos. The physiological data can be visualized and archived, and shared by users with medical practitioners to understand and support remote triage and rehabilitation.The proposed research can enhance the interaction between medical providers and patients, and help address a projected surge in telehealth needs due to COVID-19. The PI team plans to conduct the first-of-a-kind data collection, by incorporating the novel contact-free video sensing into a biomedical cohort study that is being rolled out by a public-health collaboration team. This cross-disciplinary opportunity of multimodal data collection will offer insights on the relationship of multiple biosensing modalities, and the data collected would facilitate the research on early detection of COVID-19 and related diseases. The visual-based physiological sensing will also help enhance the remote interaction between rehabilitation therapists and patients during pandemics.The intellectual merit of this effort lies in advancing promising engineering techniques of video-based contact-free physiological monitoring to support the rising needs of remote triage and rehabilitation during pandemics. The research findings and techniques developed address an important missing component in telehealth, which simultaneously achieves social-distancing, avoids hospital overcrowding, and prioritizes personal protective equipment in response to pandemics. By collaborating with another cohort study, an unprecedented multitude of data collected by the joint effort will provide key insights toward understanding and managing COVID-19 diseases and remote triage for future outbreaks. The timeliness of this opportunity cannot be met by any regular NSF programs other than the RAPID.The project’s broader impact lies in two aspects. The multidisciplinary effort will provide important new knowledge and insights toward understanding and developing technology capabilities for remote triage and rehabilitation, which will contribute to the early detection, spread control, and effective management and prevention of future epidemics. The techniques developed through the project to support tele-rehabilitation will have a strong potential to improve the adverse conditions and quality of life of the affected citizens.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(4)
专著(0)
科研奖励(0)
会议论文
登录
查看更多内容
DOI:
10.1109/tifs.2020.3030182
发表时间:
2020-05
期刊:
IEEE Transactions on Information Forensics and Security
影响因子:
6.8
作者:
[Qiang Zhu;Mingliang Chen;Chau-Wai Wong;Min Wu]
通讯作者:
Qiang Zhu;Mingliang Chen;Chau-Wai Wong;Min Wu
DOI:
10.1109/jstsp.2022.3152352
发表时间:
2021-07
期刊:
IEEE Journal of Selected Topics in Signal Processing
影响因子:
7.5
作者:
[Xin Tian;Chau-Wai Wong;S. Ranadive;Min Wu]
通讯作者:
Xin Tian;Chau-Wai Wong;S. Ranadive;Min Wu
PulseEdit: Editing Physiological Signals in Facial Videos for Privacy Protection
PulseEdit:编辑面部视频中的生理信号以保护隐私
DOI:
10.1109/tifs.2022.3142993
发表时间:
2022
期刊:
IEEE Transactions on Information Forensics and Security
影响因子:
6.8
作者:
[Chen, Mingliang, Liao, Xin, Wu, Min]
通讯作者:
Wu, Min
DOI:
10.1109/jbhi.2020.3013811
发表时间:
2021-04-01
期刊:
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
影响因子:
7.7
作者:
[Chen, Mingliang, Zhu, Qiang, Wang, Quanzeng]
通讯作者:
Wang, Quanzeng
Conference: Toward Explainable, Reliable, and Sustainable Machine Learning for Signal and Data Science
-
批准号:2321063
-
项目类别:Standard Grant
-
资助金额:$4.99万
-
财政年份:2023
-
负责人:Min Wu
-
依托单位:
CAREER: Probing Multiscale Growth Dynamics in Filamentous Cell Walls
-
批准号:2144372
-
项目类别:Continuing Grant
-
资助金额:$45.0万
-
财政年份:2022
-
负责人:Min Wu
-
依托单位:
Collaborative Research: Facilitating Supply Chain Trust via Micro-Surface Sensing and Vision-Enabled Authentication
-
批准号:2227261
-
项目类别:Standard Grant
-
资助金额:$15.0万
-
财政年份:2022
-
负责人:Min Wu
-
依托单位:
SCH: Explainable Learning of Heart Actions from Pulse to Broaden Cardiovascular Healthcare Access
-
批准号:2124291
-
项目类别:Standard Grant
-
资助金额:$120.0万
-
财政年份:2021
-
负责人:Min Wu
-
依托单位:
Simulating Large-Scale Morphogenesis in Planar Tissues
-
批准号:2012330
-
项目类别:Standard Grant
-
资助金额:$20.0万
-
财政年份:2020
-
负责人:Min Wu
-
依托单位:
I-Corps Team Proposal "Mini Signal"
-
批准号:1848835
-
项目类别:Standard Grant
-
资助金额:$5.0万
-
财政年份:2018
-
负责人:Min Wu
-
依托单位:
Exploring Power Network Attributes for Information Forensics
-
批准号:1309623
-
项目类别:Standard Grant
-
资助金额:$36.0万
-
财政年份:2013
-
负责人:Min Wu
-
依托单位:
Forensic Hash for Assured Cyber-based Sensing and Communications
-
批准号:1029703
-
项目类别:Standard Grant
-
资助金额:$34.43万
-
财政年份:2010
-
负责人:Min Wu
-
依托单位:
Addressing Physical-Layer Challenges via CLAWS: Cross-Layer Approaches to Wireless Secure Communications
-
批准号:0824081
-
项目类别:Standard Grant
-
资助金额:$30.0万
-
财政年份:2008
-
负责人:Min Wu
-
依托单位:
CAREER: Signal Processing Approaches for Multimedia Security and Information Protection
-
批准号:0133704
-
项目类别:Continuing Grant
-
资助金额:$0.0万
-
财政年份:2002
-
负责人:Min Wu
-
依托单位:
国内基金
海外基金
登录
查看更多内容
Research on Quantum Field Theory without a Lagrangian Description
-
批准号:24ZR1403900
-
项目类别:省市级项目
-
资助金额:--
-
批准年份:2024
-
负责人:SATOSHI NAWATA
-
依托单位:
Cell Research
-
批准号:31224802
-
项目类别:专项基金项目
-
资助金额:24.0万元
-
批准年份:2012
-
负责人:程磊
-
依托单位:
Cell Research
-
批准号:31024804
-
项目类别:专项基金项目
-
资助金额:24.0万元
-
批准年份:2010
-
负责人:程磊
-
依托单位:
Cell Research (细胞研究)
-
批准号:30824808
-
项目类别:专项基金项目
-
资助金额:24.0万元
-
批准年份:2008
-
负责人:张爱兰
-
依托单位:
Research on the Rapid Growth Mechanism of KDP Crystal
-
批准号:10774081
-
项目类别:面上项目
-
资助金额:45.0万元
-
批准年份:2007
-
负责人:滕冰
-
依托单位: