Harnessing Data Science and Policy to Improve Cancer Outcomes
The Policy and Analytics for Transforming Healthcare (PATH) in Cancer Lab is dedicated to advancing value-based, patient-centered cancer care through data science, health policy evaluation, and AI-driven analytics. Our research leverages real-world data from electronic health records, administrative claims, and national surveys, applying causal inference and machine learning to personalize treatment decisions. We evaluate the impact of health policies—such as emergency Medicaid and opioid-restricting laws—on cancer care delivery and outcomes to inform policy reform. In addition, we conduct rigorous value assessments of cancer treatments and health interventions to enhance care quality and efficiency. Through these efforts, PATH in Cancer Lab aims to transform oncology care and improve outcomes across different patient populations.
Research Funding
The PATH in Cancer Lab operates thanks to the support of:
- Donaghue Foundation Greater Value Portfolio
Principal Investigators: Xin Hu, PhD, MSPH and Ryan Suk, PhD, MS
Optimizing Value and Outcomes of Palliative Radiation for Bone Metastasis - NIH K12AR084234
Principal Investigator: Xin Hu, PhD, MSPH
AI-Driven Optimization of Palliative Radiation Therapy (ADOPT) in Advanced Female Breast and Lung Cancers with Bone Metastasis to Improve Cancer Outcomes and Value - NCI Administrative Supplement P30CA138292-16S2
Principal Investigators: Xin Hu, PhD, MSPH and Hui Shao, MD, PhD
Construction and Application of Research-Grade Cohorts from EHR for Metabolic Dysfunction-Associated Cancer Research - Pfizer
Principal Investigators: Xin Hu, PhD, MSPH and Ilana Graetz, PhD
Comparing the Value of Remote Monitoring and In-Clinic Collection of Patient-Reported Outcome Measures for Women with Early-Stage Breast Cancer - St. Jude Children’s Research Hospital, Childhood Cancer Survivor Study (CCSS) Career Development Award
Principal Investigator: Xin Hu, PhD, MSPH
The Association Between Opioid Restricting Policies and Pharmacologic Pain Management and Health-Related Quality of Life Among Survivors of Childhood Cancer Survivors