An Infrared and Visible Image based Low-cost Tool for Metabolic Syndrome Monitoring
Metabolic Syndrome (MetS) is a prevalent condition associated with an increased risk of cardiovascular diseases, characterized by high blood pressure, hyperglycemia, and dyslipidemia. These risk factors not only exacerbate cardiovascular conditions but also impair immune function. Timely detection and prevention of MetS are imperative to mitigate these health risks. Recent advancements indicate various diagnostic approaches, including electrochemical biomarker detection, muscle mass to visceral fat ratio assessments, and anthropometric indices such as the body roundness index. Moreover, multimodality imaging techniques have become essential tools in comprehensive evaluation of MetS. This study introduces a cost-effective infrared thermal imager designed for MetS ordinary monitoring. Through simulation experiments involving 20 participants, 400 images of samples are collected and analyzed. The results demonstrate significant differences in thermal images between negative and positive samples. This innovative method could potentially offer a cost-effective and non-invasive tool for MetS monitoring.
Authors
- Zihao Wang (ORCID: https://orcid.org/0009-0007-0453-5546)
- Hongzan Sun (ORCID: https://orcid.org/0000-0002-4724-5828)
- Marcin Grzegorzek (ORCID: https://orcid.org/0000-0003-4877-8287)
- Tianming Du (ORCID: https://orcid.org/0000-0001-7671-6513)
- Chen Li (ORCID: https://orcid.org/0000-0003-1545-8885)
- Tao Jiang (ORCID: https://orcid.org/0000-0001-8296-3027)
- Shuai Ye (ORCID: https://orcid.org/0000-0001-9604-0063)
- Z.-G. Zhai
Institutions
- Chengdu University of Traditional Chinese Medicine (CN)
- China Medical University (CN)
- Northeastern University (CN)
- University of Lübeck (DE)
Publication Details
- Published
- 2024-12-15
- DOI
- https://doi.org/10.1109/bigdata62323.2024.10825624
- Citations
- 1
- Primary Topic
- Spectroscopy Techniques in Biomedical and Chemical Research
- Type
- article
- Field-Weighted Citation Impact
- 0.66
Funders
- National Natural Science Foundation of China