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Leveraging Proprietary Data & AI to Change the Landscape of Pediatric Hospitalizations: How Team Select helped our pediatric home healthcare clinicians keep critically ill children out of hospital through differentiated, technology-enabled care.

Team Select Home Care
Leveraging Proprietary Data & AI to Change the Landscape of Pediatric Hospitalizations: How Team Select helped our pediatric home healthcare clinicians keep critically ill children out of hospital through differentiated, technology-enabled care. by Team Select Home Care

credits

Title
  • Leveraging Proprietary Data & AI to Change the Landscape of Pediatric Hospitalizations: How Team Select helped our pediatric home healthcare clinicians keep critically ill children out of hospital through differentiated, technology-enabled care.
Entrant
  • Team Select Home Care

About This Project

Summary

Team Select provides skilled nursing for in-home care for critically ill children. We set out to build an AI model that would surface patients at risk of hospitalization so we could intervene with targeted care, reducing total hospitalizations and reducing the length of stay for unavoidable hospitalizations. Our data analysis, data science, product, and clinical teams collaborated to ensure clinical relevance and transparency, and built a personalized model with daily alerts to case managers.

Goals & Objectives

Our aim was to meet both our primary goal of caring for our kiddos and keeping them at home and out of hospital, as well as proving to payors that this effort saves them money – thus earning value-based care contracts that better support our business and allow us to pay our nurses better as well.

Results & Impact

We did it! We project that we can prevent 609 hospitalizations/year with just the first version that covers 25% of our patients, and up to 2,500 hospitalizations/year when we expand to all patients. This will save payors $11M annually on the 609 hospitalizations saved, and up to $44M in the future.

the team

Fred Johnson
  • Chief Executive Officer
  • Team Select Home Care l
Shyree Phillips
  • Chief Clinical Officer
  • Team Select Home Care l
Toni Turner
  • Regional VP of Clinical Operations
  • Team Select Home Care l
Amanda Burrows
  • Regional VP of Clinical Operations
  • Team Select Home Care l
Carla Persson
  • Regional VP of Clinical Operations
  • Team Select Home Care
Christy Manuel
  • Vice President of Clinical Operations
  • Team Select Home Care l
Meghan Willson
  • Vice President of Technology
  • Team Select Home Care l
Lisa Schneider
  • Principal
  • Cuesta Partners
Darren Chapman
  • Data Scientist
  • Cuesta Partners
Juan Pena
  • Data Scientist
  • Cuesta Partners
Sebastian Wilches
  • Data Scientist
  • Cuesta Partners
Ana Maria Velez
  • Analyst
  • Cuesta Partners
Haowen Liang
  • Data Engineer
  • Cuesta Partners
Simon Vallejo
  • Data Visualization Engineer
  • Cuesta Partners
Darren Peirce
  • Partner
  • Cuesta Partners
Jose Del Cid
  • Director of IT
  • Team Select Home Care l