Art
J-GLOBAL ID:202202211416103928   Reference number:22A0651298

Clinical Data Analysis for Prediction of Cardiovascular Disease Using Machine Learning Techniques

機械学習技術を用いた心血管疾患予測のための臨床データ解析【JST・京大機械翻訳】
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Volume: 2022  Page: Null  Publication year: 2022 
JST Material Number: U7694A  ISSN: 1687-5265  Document type: Article
Article type: 原著論文  Country of issue: United Kingdom (GBR)  Language: ENGLISH (EN)
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Cardiovascular disease is diff...
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Cardiovascular system diseases  ,  Artificial intelligence  ,  Medical information processing  ,  Clinical medicine on cardiovascular system in general  ,  Metabolic diseases,nutritional diseases in general. 
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Reference (33):
  • M. B. A. Snousy, H. M. El-Deeb, K. Badran, I. A. A. Khlil, "Suite of decision tree-based classification algorithms on cancer gene expression data," Egyptian Informatics Journal, vol. 12, no. 2, pp. 73-82, 2011.
  • S. J. Al’Aref, K. Anchouche, G. Singh, P. J. Slomka, K. K. Kolli, A. Kumar, J. K. Min, "Clinical applications of machine learning in cardiovascular disease and its relevance to cardiac imaging," European Heart Journal, vol. 40, no. 24, pp. 1975-1986, 2019.
  • S. Mohan, C. Thirumalai, G. Srivastava, "Effective heart disease prediction using hybrid machine learning techniques," IEEE access, vol. 7, pp. 81542-81554, 2019.
  • R. Alizadehsani, M. Roshanzamir, M. Abdar, A. Beykikhoshk, A. Khosravi, M. Panahiazar, A. Koohestani, F. Khozeimeh, S. Nahavandi, N. Sarrafzadegan, "A database for using machine learning and data mining techniques for coronary artery disease diagnosis," Scientific Data, vol. 6, no. 1, pp. 227-313, 2019.
  • J. A. Quesada, A. Lopez-Pineda, V. F. Gil-Guillén, R. Durazo-Arvizu, D. Orozco-Beltrán, A. López-Domenech, C. Carratalá-Munuera, "Machine learning to predict cardiovascular risk," International Journal of Clinical Practice, vol. 73, no. 10, 2019.
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