A unified Bayesian model performs joint Poisson deconvolution and diffeomorphic registration to construct probabilistic synapse templates, denoise data, infer intensities, correct tissue motion, and provide confidence regions from longitudinal in vivo microscopy.
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Bayesian In Vivo Tracking of Synapses using Joint Poisson Deconvolution and Diffeomorphic Registration
A unified Bayesian model performs joint Poisson deconvolution and diffeomorphic registration to construct probabilistic synapse templates, denoise data, infer intensities, correct tissue motion, and provide confidence regions from longitudinal in vivo microscopy.