Acute Risk Monitoring for Oncology Therapy Regimen
NCT07601802 · Status: COMPLETED · Type: OBSERVATIONAL · Enrollment: 4740
Last updated 2026-05-22
Summary
Patients undergoing outpatient infusion systemic therapy for cancer are at risk for potentially preventable, unplanned acute care in the form of emergency department (ED) visits and hospitalizations. These events impact patient outcomes, treatment decisions, and healthcare costs. To address this need, the Centers for Medicare \& Medicaid Services developed the chemotherapy measure (OP-35). Recent randomized controlled studies indicate that electronic health record (EHR)-based machine learning (ML) approaches accurately direct supportive care to reduce acute care during radiotherapy. This study aims to develop and prospectively validate ML approaches to predict the risk of OP-35 qualifying, potentially preventable, acute care events within 30 days of infusion systemic therapy.
Conditions
- Cancer
- Acute Care Service Utilization
Interventions
- OTHER
-
Medical record review
Retrospective chart reviews for data collection will be conducted.
Sponsors & Collaborators
-
Conquer Cancer Foundation
collaborator OTHER -
National Cancer Institute (NCI)
collaborator NIH -
University of California, San Francisco
lead OTHER
Principal Investigators
-
Julian Hong, MD, MS · University of California, San Francisco
Eligibility
- Min Age
- 18 Years
- Sex
- ALL
- Healthy Volunteers
- No
Timeline & Regulatory
- Start
- 2017-07-01
- Primary Completion
- 2024-03-31
- Completion
- 2024-03-31
Countries
- United States
Study Locations
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