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Text mining and portal development for gene-specific publications on Alzheimer's disease and other neurodegenerative diseases.

Jiannan LiuHuanmei WuDaniel H RobertsonJie Zhang
Published in: BMC medical informatics and decision making (2024)
The resulting portal is a valuable tool and data source for quick querying and displaying AD publications tailored to users' interested research areas and gene targets, which is especially convenient for users without informatic mining skills. Our study will not only keep AD field researchers updated with the progress of AD research, assist them in conducting preliminary examinations efficiently, but also offers additional support for hypothesis generation and validation which will contribute significantly to the communication, dissemination, and progress of AD research.
Keyphrases
  • copy number
  • genome wide
  • smoking cessation
  • genome wide identification
  • electronic health record
  • cognitive decline
  • gene expression
  • dna methylation
  • big data
  • medical students
  • deep learning