Top-Line Model Results
- Hospitals incur significant costs from patient readmissions.
- The LACE index (current benchmark) achieves an AUC of ~0.70.
- Our machine learning models significantly outperform LACE using claims + social determinants of health.
- Identified actionable treatment variation across providers — opening the door to value-based care improvements.
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Identifying Actionable Treatment Variation in Patient Pathways
Please Note: This research is from 2016 and therefor the methods used may be out of date.