Overview
Education: PhD, Biostatistics -- Brown University, 2021
Samantha collaborates with clinicians and researchers in the Department of Radiology, the Duke Transplant Center, and the Division of Pulmonary, Allergy, and Critical Care Medicine in the Department of Medicine. Her research focuses on development and evaluation of prediction models in the presence of incomplete outcome data. Her areas of interest include machine learning methods and survival analysis.
Samantha collaborates with clinicians and researchers in the Department of Radiology, the Duke Transplant Center, and the Division of Pulmonary, Allergy, and Critical Care Medicine in the Department of Medicine. Her research focuses on development and evaluation of prediction models in the presence of incomplete outcome data. Her areas of interest include machine learning methods and survival analysis.
Current Appointments & Affiliations
Biostatistician III
Biostatistics & Bioinformatics,
Basic Science Departments
Recent Publications
Hypersensitivity Reactions to Fibrin Glue During Epidural Blood Patching.
Journal Article AJNR Am J Neuroradiol · March 20, 2025 BACKGROUND AND PURPOSE: Fibrin glue is increasingly incorporated as a component in epidural blood patching (EBP) for the treatment of spinal CSF leaks. Hypersensitivity reactions are a potential complication of its use but are not well studied in the setti ... Full text Link to item CiteDiagnostic Performance of Renal Contrast Excretion on Early-Phase CT Myelography in Spontaneous Intracranial Hypotension.
Journal Article AJNR Am J Neuroradiol · January 8, 2025 BACKGROUND AND PURPOSE: Early opacification of the renal collecting system during CT myelography (CTM) performed for the evaluation of spontaneous intracranial hypotension (SIH) has been demonstrated in prior studies. However, these investigations often in ... Full text Link to item CitePhoton-Counting CT Effects on Sensitivity for Liver Lesion Detection: A Reader Study Using Virtual Imaging.
Journal Article Radiology · January 2025 Background Detection of hepatic metastases at CT is a daily task in radiology departments that influences medical and surgical treatment strategies for oncology patients. Purpose To compare simulated photon-counting CT (PCCT) with energy-integrating detect ... Full text Link to item CiteRecent Grants
Pathogenic Mechanisms of Inflammatory Subventricular Zone Injury in Preterm Infants
ResearchStatistician · Awarded by National Institutes of Health · 2025 - 2030View All Grants