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Improving prediction models of amyotrophic lateral sclerosis (ALS) using polygenic, pre-existing conditions, and survey-based risk scores in the UK Biobank.

Weijia JinJonathan BossKatharine K BriegerStephen A GoutmanEva L FeldmanLars G FritscheBhramar Mukherjee
Published in: medRxiv : the preprint server for health sciences (2024)
By leveraging UK Biobank data, our study uncovers predisposing ALS factors, highlighting the improved effectiveness of multi-factorial prediction models to identify individuals at highest risk for ALS.
Keyphrases
  • amyotrophic lateral sclerosis
  • cross sectional
  • randomized controlled trial
  • systematic review
  • electronic health record
  • big data
  • machine learning
  • artificial intelligence