Weidong Cai

NeuroPack compresses 3D neuroimaging data with high fidelity and ultra-high compression ratios using a hyperprior-driven deep learning toolkit.

This paper introduces a convolution framework for neuronal morphology reconstruction, showing improved performance on mesoscaled neuronal datasets.

This study identifies sex differences in white matter tracts using diffusion MRI tractography and finds associations with motor function in a large cohort.

BigNeuron benchmarks automatic neuron reconstruction algorithms using gold standard annotations and image quality metrics, showing that consensus methods outperform individual algorithms.

This paper introduces an algorithm for automated 3D neuron reconstruction that improves performance through confidence-controlled back-tracking and accurate area estimation, achieving state-of-the-art results on benchmark datasets.