TY - JOUR
T1 - An intelligent gastric cancer screening method based on convolutional neural network and support vector machine
AU - Wang, Lei
AU - Yang, Shanlin
AU - Zhou, Aizhu
AU - Huang, Rongjing
AU - Ding, Shuai
AU - Wang, Hao
AU - Hu, Juncheng
N1 - Publisher Copyright:
© 2019 Informa UK Limited, trading as Taylor & Francis Group.
PY - 2021
Y1 - 2021
N2 - The continuous development of modern information technologies such as Internet and cloud computing leads to unprecedented explosive growth of global data volume. The rapid convergence of massive multi-source heterogeneous data provides a driving force for the continuous development of artificial intelligence. The application of big data and artificial intelligence in the medical health field can not only greatly improve efficiency of medical health management services but also effectively promote the renewal and development of medical knowledge and technology. However, intelligent screening of gastric cancer is less concerned in this study. In view of this, this paper proposes an intelligent gastric cancer screening method based on convolutional neural network and support vector machine, and makes empirical analysis of gastroscopy data from the First Affiliated Hospital of Anhui Medical University, further conforming good diagnosis accuracy of this method.
AB - The continuous development of modern information technologies such as Internet and cloud computing leads to unprecedented explosive growth of global data volume. The rapid convergence of massive multi-source heterogeneous data provides a driving force for the continuous development of artificial intelligence. The application of big data and artificial intelligence in the medical health field can not only greatly improve efficiency of medical health management services but also effectively promote the renewal and development of medical knowledge and technology. However, intelligent screening of gastric cancer is less concerned in this study. In view of this, this paper proposes an intelligent gastric cancer screening method based on convolutional neural network and support vector machine, and makes empirical analysis of gastroscopy data from the First Affiliated Hospital of Anhui Medical University, further conforming good diagnosis accuracy of this method.
KW - Intelligent gastric cancer screening
KW - clinical aided decision-making
KW - convolutional neural network
KW - support vector machine
UR - https://www.scopus.com/pages/publications/85069040506
U2 - 10.1080/1206212X.2019.1640345
DO - 10.1080/1206212X.2019.1640345
M3 - 文章
AN - SCOPUS:85069040506
SN - 1206-212X
VL - 43
SP - 720
EP - 725
JO - International Journal of Computers and Applications
JF - International Journal of Computers and Applications
IS - 7
ER -