SimAQ generates synthetic soft X-ray tomography data with realistic artifacts to train segmentation models that transfer effectively to real yeast tomograms via few-shot and zero-shot learning.
Structural changes in cells imaged by soft X-ray cryo- tomography during hepatitis C virus infection
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
q-bio.QM 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
SimAQ: Mitigating Experimental Artifacts in Soft X-Ray Tomography using Simulated Acquisitions
SimAQ generates synthetic soft X-ray tomography data with realistic artifacts to train segmentation models that transfer effectively to real yeast tomograms via few-shot and zero-shot learning.