Computation tools for the combat of cardiovascular heart disease
Article
Article Title | Computation tools for the combat of cardiovascular heart disease |
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ERA Journal ID | 32074 |
Article Category | Article |
Authors | Khoo, L. P. (Author), Cai, Y. Y. (Author), Xiong, Z. W. (Author), Lim, Y. L. (Author), Wahlqvist, M. L. (Author) and Fok, S. C. (Author) |
Journal Title | International Journal of Computer Applications in Technology |
Journal Citation | 21 (1-2), pp. 16-22 |
Number of Pages | 7 |
Year | 2004 |
Place of Publication | United Kingdom |
ISSN | 0952-8091 |
1741-5047 | |
Digital Object Identifier (DOI) | https://doi.org/10.1504/IJCAT.2004.005334 |
Web Address (URL) | https://www.inderscienceonline.com/doi/pdf/10.1504/IJCAT.2004.005334 |
Abstract | The paper discusses two potential applications of computational technologies to combat cardiovascular heart disease in Singapore. The first application involves the exploitation of neural networks for the risk prediction of coronary heart disease. The second application involves the potential integration of artificial intelligence and high performance modelling with clinical biology for the analysis and visualisation of atherosclerosis related structure. The implementation of these computation tools in phases constitutes initial efforts in the development of a digital clinical atherosclerosis laboratory to assist in the prevention and treatment of cardiovascular heart disease. |
Keywords | coronary heart disease; atherosclerosis; cardiovascular heart disease; Singapore; neural networks; risk prediction; artifical intelligence; high performance modelling; clinical biology; visualisation |
ANZSRC Field of Research 2020 | 320602. Medical biotechnology diagnostics (incl. biosensors) |
460103. Applications in life sciences | |
320101. Cardiology (incl. cardiovascular diseases) | |
Public Notes | Files associated with this item cannot be displayed due to copyright restrictions. |
Byline Affiliations | Nanyang Technological University, Singapore |
National Heart Centre, Singapore | |
Monash University | |
Department of Mechanical and Mechatronic Engineering | |
Institution of Origin | University of Southern Queensland |
https://research.usq.edu.au/item/q0671/computation-tools-for-the-combat-of-cardiovascular-heart-disease
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