Identification of Cell Cycle-Regulated Genes by Convolutional Neural Network.

Journal: Combinatorial chemistry & high throughput screening
Published Date:

Abstract

BACKGROUND: The cell cycle-regulated genes express periodically with the cell cycle stages, and the identification and study of these genes can provide a deep understanding of the cell cycle process. Large false positives and low overlaps are big problems in cell cycle-regulated gene detection.

Authors

  • Chenglin Liu
    School of Traditional Chinese Medicine, Changchun University of Chinese Medicine, Changchun, 130117, Jilin, China.
  • Peng Cui
    School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Rd., Minhang, Shanghai 200240. China.
  • Tao Huang
    The Second Clinical Medical College of Guangzhou University of Chinese Medicine, Guangzhou, China.