中文

Journal of Applied Sciences ›› 1997, Vol. 15 ›› Issue (3): 348-352.

• Articles • Previous Articles     Next Articles

ARTIFICIAL NEURAL NETWORKS AS APPLIED TO DIAGNOSIS OF LUNG CANCER

LI ZHILIANG1,2,3,4, ZENG G M1, HU F1, MATSUMOTO S2, WU X P3, MURAMATSU Y3, LI MENGLONG4, GAO YUEPING1,4   

  1. 1. Hunan University, ICP Changsha 410082;
    2. Waseda University, Tokyo;
    3. Toyohashi University of Techndgy, Toyohashi;
    4. Sichun University, Chengdu
  • Received:1995-07-25 Revised:1996-09-06 Online:1997-09-30 Published:1997-09-30

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Abstract: Artificial neural networks has been applied to biomedical engineering and life science. In this paper, a modified backpropagation algorithm (MBP) is developed for di-agnosis of lung cancer.This algorithm gives quite high correct recognition rate with its mean being 84. 5per cent.

Key words: diagnosis of diseases, artificial neural networks, modified backpropagation, lung cancer, biomedical pattern recognition