ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer's Disease-Reference-Cited by-同舟云学术

ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer's Disease

Published:2024-05-29 Issue: Volume:9 Page:404-419
ISSN:
Container-title:Proceedings of the 30th Annual International Conference on Mobile Computing and Networking
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Author:

Ouyang Xiaomin¹^ORCID,Shuai Xian¹^ORCID,Li Yang¹^ORCID,Pan Li¹^ORCID,Zhang Xifan¹^ORCID,Fu Heming¹^ORCID,Cheng Sitong¹^ORCID,Wang Xinyan¹^ORCID,Cao Shihua¹^ORCID,Xin Jiang¹^ORCID,Mok Hazel¹^ORCID,Yan Zhenyu¹^ORCID,Yu Doris Sau Fung²^ORCID,Kwok Timothy¹^ORCID,Xing Guoliang¹^ORCID

Affiliation:

1. The Chinese University of Hong Kong, Hong Kong, China

2. The University of Hong Kong, Hong Kong, China

Funder

Research Grants Council of Hong Kong

Alzheimer's Drug Discovery Foundation

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3636534.3649370

Reference66 articles.

1. 2021. World Alzheimer Report 2021: Journey through the diagnosis of dementia. https://www.alzint.org/resource/world-alzheimer-report-2021/. (2021).

2. 2022. ALZHEIMER'S DIGITAL BIOMARKERS. https://www.alzdiscovery.org/research-and-grants/funding-opportunities/diagnostics-accelerator-digital-biomarkers-program. (2022).

3. 2022. NVDIA Xavier NX. https://www.nvidia.com/en-us/autonomous-machines/embedded-systems/jetson-xavier-nx/. (2022).

4. 2022. Opencv MJPG. https://docs.opencv.org/4.x/dd/d43/tutorial_py_video_display.html. (2022).

5. 2022. Systemd. https://en.wikipedia.org/wiki/Systemd. (2022).

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1. Demo Abstract: AD-CLIP: Privacy-Preserving, Low-Cost Synthetic Human Action Dataset for Alzheimer’s Patients via CLIP-based Models;2024 23rd ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN);2024-05-13

2. Demo Abstract: CaringFM: An Interactive In-home Healthcare System Empowered by Large Foundation Models;2024 23rd ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN);2024-05-13