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Current State of Data and Analytics Research in Baseball.

Joshua MizelsBrandon EricksonPeter N Chalmers
Published in: Current reviews in musculoskeletal medicine (2022)
Machine learning (ML), artificial intelligence (AI), and modern motion-analysis techniques have shown promise in predicting player performance and preventing injury. With the advent of the Health Injury Tracking System (HITS), numerous studies have been published which highlight the epidemiology and performance implications for specific injuries. Wearable technologies allow for the prospective collection of kinematic data to improve pitching mechanics and prevent injury. Data and analytics research has transcended baseball over time, and the future of this field remains bright.
Keyphrases
  • big data
  • artificial intelligence
  • machine learning
  • deep learning
  • public health
  • electronic health record
  • healthcare
  • mental health
  • systematic review
  • heart rate
  • case control
  • high speed
  • meta analyses