Prediction of microbe–disease association from the integration of neighbor and graph with collaborative recommendation model

• Published in: Journal of translational medicine Vol. 15; no. 1; pp. 209 - 11
• Main Authors: Huang, Yu-An, You, Zhu-Hong, Chen, Xing, Huang, Zhi-An, Zhang, Shanwen, Yan, Gui-Ying
• Format: Journal Article
• Language: English
• Published: England BioMed Central Ltd 16.10.2017; BioMed Central; BMC
• Subjects: Chronic obstructive pulmonary disease; Collaboration; Data mining; Homeostasis; Immune system; International conferences; Knowledge discovery; Management; Microorganisms; Neighborhoods; Psoriasis; Recommender systems; Skin; Social networks; World Wide Web

Accumulating clinical researches have shown that specific microbes with abnormal levels are closely associated with the development of various human diseases. Knowledge of microbe-disease associations can provide valuable insights for complex disease mechanism understanding as well as the prevention...