Facilitating Valid Statistical Inference in Biomedical Image Synthesis
Jiangmei Xiong, Shunxing Bao, Qi Liu…·Siyuan Ma
This paper evaluates the statistical validity of synthetic biomedical images and introduces PAMS to improve biological inference.
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Vanderbilt UniversityORCID 0000-0002-7481-765XUnclaimed ORCID profile · follow to get notified of new preprints
3 papers
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Jiangmei Xiong, Shunxing Bao, Qi Liu…·Siyuan Ma
This paper evaluates the statistical validity of synthetic biomedical images and introduces PAMS to improve biological inference.
Kaidi Kang, Jakob Seidlitz, Richard A. I. Bethlehem…·Simon Vandekar
This study shows that optimizing study design, such as increasing age variability and adding longitudinal measurements, improves replicability and effect sizes in brain-wide association studies.
Jiangmei Xiong, Harsimran Kaur, Cody N. Heiser…·Simon Vandekar
GammaGateR provides a semi-automated marker gating tool for multiplexed imaging data, improving consistency and reducing manual effort while revealing biological signals.