Exploring bias due to below-limit-of-detection values in influenza vaccine antibody modeling: A case study and instructional guide for the CIVIC study
Jan 1, 2025·,,,,,,
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0 min read
Yang Ge
Andreas Handel
Philippe J. Giabbanelli
Jennifer Lemacks
Tammy Greer
Pooja Raynee
Justin Bahl
Amanda Skarlupka
Kevin K. Dobbin
Ted M. Ross
Ye Shen

Authors
Amanda Skarlupka
(she/her)
Senior Program Manager at Vivli
I’m an infectious disease and data scientist advancing public health
through ethical, FAIR, and impactful data sharing. At Vivli, I lead
member engagement and strategic planning for the Antimicrobial
Resistance (AMR) Register and serve as a subject matter expert in data
governance and international data sharing. My work bridges researchers,
clinicians, and data scientists to drive innovation in health equity,
AI ethics, and open science.