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An orthopaedic intelligence application successfully integrates data from a smartphone-based care management platform and a robotic knee system using a commercial database.

Jess H LonnerMike B AndersonRoberta E RedfernDave Van AndelJames C BallardSébastien Parratte
Published in: International orthopaedics (2022)
A smartphone-based care management platform can be integrated with raTKA to passively collect data throughout the episode-of-care. Associations between intra-operative decisions regarding laxity and post-operative outcomes were identified. However, more robust analysis is needed to evaluate these associations and ensure clinical relevance to guide machine learning algorithms.
Keyphrases
  • machine learning
  • healthcare
  • palliative care
  • quality improvement
  • big data
  • electronic health record
  • pain management
  • total knee arthroplasty
  • artificial intelligence
  • deep learning
  • knee osteoarthritis