Narrative Review of Predictive Analytics of Patient-Reported Outcomes in Adult Spinal Deformity Surgery.
Kurt LehnerJeff EhresmanZach PenningtonA Karim AhmedAllan J BelzbergDaniel M SciubbaPublished in: Global spine journal (2020)
Predictive analytics makes accurate predictions regarding PROs regarding pain, disability, and work and social function; PROs regarding satisfaction, self-image, and psychologic aspects of ASD were predicted with the lowest accuracy. Our review demonstrates a relative paucity of studies on ASD with limited databases. Future studies should include larger and more diverse databases and provide external validation of preexisting models.
Keyphrases
- big data
- patient reported outcomes
- autism spectrum disorder
- attention deficit hyperactivity disorder
- chronic pain
- minimally invasive
- case control
- artificial intelligence
- spinal cord
- machine learning
- intellectual disability
- healthcare
- deep learning
- multiple sclerosis
- coronary artery bypass
- mental health
- neuropathic pain
- pain management
- high resolution
- spinal cord injury
- mass spectrometry
- coronary artery disease
- childhood cancer