Analytics Core

Analytics Core:  

LEADS

Thomas A. Peterson, PhD     Core Director, Assistant Professor, Orthopaedic Surgery
Andrew Bishara, MD              Core Co-Director, Assistant Professor, Anesthesia
Aaron Scheffler, PhD, MS      Core Co-Director, Assistant Professor, Epidemiology & Biostatistics 

 

AIMS

  1. Identify patient subgroups based on cLBP phenotypes.

  2. Analyze trade-offs and synergies between treatment objectives and develop machine learning methods for predicting patient-specific treatment response.

  3. Develop deep learning techniques for predicting clinically relevant outcomes from medical imaging and clinical risk factors for aims 1 & 2.

APPROACH

© 2020 Core Center for Patient-centric, Mechanistic Phenotyping in Chronic Low Back Pain