Principal Investigators: Charles Bailey

PEDSnet: Advancing Child- and Family-Centered Outcomes Research in PCORnet®

PEDSnet’s guiding purpose is to improve child health through knowledge production that is efficient (produced faster at less cost) and meaningful (useful to patients, caregivers, clinicians, and health system leaders). Led by the Children’s Hospital of Philadelphia (CHOP), PEDSnet is the only PCORnet Clinical Research Network (CRN) focused exclusively on improving child health and pediatric […]

Methods Supplement to Support Innovative Research on AI and Large Language Models (LLMs) in Patient-Centered CER

Structured clinical data, typically derived from claims or electronic health records (EHR), most closely reflects operational activity, in particular activity that is reimbursable or expends health system resources. These data record actions and results, often in granular detail, but provide limited information about attribution, and may not accurately reflect medical reasoning. Narrative clinical notes are […]

PEDSnet: Advancing Pediatric Patient-Centered Outcomes Research in PCORnet

PEDSnet’s guiding purpose is to improve child health through knowledge production that is efficient (produced faster at less cost) and meaningful (useful to patients, caregivers, clinicians, and health system leaders). Led by the Children’s Hospital of Philadelphia (CHOP), PEDSnet is the only PCORnet® Clinical Research Network (CRN) focused exclusively on improving child health and pediatric […]

Semantic Data Quality Standards for Multi-Center Clinical Research Studies and Networks

To address missed gaps in data quality, the purpose of this study is to create actionable guidelines for testing and reporting data quality, building on current practice and expanding it to address fitness for use and alignment with clinical meaning. Aim 1: Define specific guidelines for testing that allow users to assess the fitness of […]

Using EHR Data to Evaluate the Burden of Diabetes Mellitus in a National Network of Children’s Hospital Health Systems

Diabetes mellitus is a group of disorders characterized by hyperglycemia resulting from defects in insulin production, insulin action, or both. In children and adolescents 0-17 years-old, pediatric diabetes mellitus (PDM) is one of the more common chronic diseases. Mounting evidence suggests that rates of both Type 1 and 2 diabetes mellitus in children and adolescents […]

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