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Integrating Content-Based Image Retrieval to Assess the Medical Effects of Environmental Pollution on Human Health
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Author(s): K. Anitha (Department of Computing Technologies, SRM Institute of Science and Technology, Kattankulathur, India), D. Shiny Irene (Department of Computing Technologies, School of Computing, SRM Institute of Science and Technology, Kattankulathur, India), D. Vinod (Department of Computing Technologies, SRM Institute of Science and Technology, Kattankulathur, India), P. Nancy (Department of Computing Technologies, SRM Institute of Science and Technology, Kattankulathur, India)and S. Radhika (SIMATS Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, India)
Copyright: 2025
Pages: 26
Source title:
Environmental Monitoring Technologies for Improving Global Human Health
Source Author(s)/Editor(s): Olga Anatolievna Pasko (National Open Institute, St. Petersburg, Russia)and Nadezhda Anatolievna Lebedeva (International Personnel Academy, Germany)
DOI: 10.4018/979-8-3693-8532-6.ch009
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Abstract
The medical impact of environmental pollution is profound, linked to respiratory and cardiovascular diseases and cancer. Traditional studies rely on correlating environmental and health data, but Content-Based Image Retrieval (CBIR) offers a new level of precision by analyzing medical and environmental images such as lung scans and pollution maps. CBIR, especially when combined with neural networks and machine learning, enhances automated pattern recognition, revealing links between pollution exposure and health outcomes. For instance, satellite images of polluted areas can be matched with medical scans from local populations, providing evidence of pollution's health impact. In clinical settings, CBIR supports diagnosis by comparing patient scans with pollution-related image markers, enabling early detection and personalized care. Integrating CBIR into this research improves risk assessment, prevention, and public health strategies, advancing our understanding of pollution's role in disease and fostering healthier communities globally.
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