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Published in Brain Structure and Function, 2019
We developed a semi-automatic algorithm to segmented myelinated axons in the electron microscopy data of a mouse brain sample and analyzed its micro-geometry, such as axonal diameter, caliber variation, axonal undulation, and fiber orientation dispersion. The segmentation and analysis code can be downloaded here.
Recommended citation: Lee, H. H., Yaros, K., Veraart, J., et al. (2019). "Along-axon diameter variation and axonal orientation dispersion revealed with 3D electron microscopy: implications for quantifying brain white matter microstructure with histology and diffusion MRI." Brain Structure and Function, 224:1469–1488. https://doi.org/10.1007/s00429-019-01844-6
Published in Emerging Infectious Diseases, 2020
We analyzed the National Health Insurance database in Taiwan, showing that rates of other infections were significantly lower after SARS-CoV-2 prevention measures were announced. This finding can be applied to cost-effectiveness of SARS-CoV-2 prevention.
Recommended citation: Lee, H. H., & Lin, S. H. (2020). "Effects of COVID-19 prevention measures on other common infections, Taiwan." Emerging infectious diseases, 26(10), 2509. https://doi.org/10.3201/eid2610.203193
Published in NeuroImage, 2020
In vivo diffusion MRI and Monte Carlo simulations indicate that the restriction along neurites is short-range disorder, and the diffusivity and kurtosis time-dependence scales as 1/√t. The 1-dimensional simulation code and power spectrum analysis can be downloaded here.
Recommended citation: Lee, H. H., Papaioannou, A., Novikov, D. S., & Fieremans, E. (2020). "In vivo observation and biophysical interpretation of time-dependent diffusion in human cortical gray matter." NeuroImage, 222, 117054. https://doi.org/10.1016/j.neuroimage.2020.117054
Published in NeuroImage, 2020
Monte Carlo simulation of diffusion inside realistic axonal shapes segmented from electron microscopy data of a mouse brain.
Recommended citation: Lee, H. H., Jespersen, S. N., Fieremans, E., & Novikov, D. S. (2020). "The impact of realistic axonal shape on axon diameter estimation using diffusion MRI." NeuroImage, 223, 117228. https://doi.org/10.1016/j.neuroimage.2020.117228
Published in Journal of Neuroscience Methods, 2021
Monte Calo simulation of diffusion in voxelized micro-geometry using CUDA C++. The code for narrow pulse PGSE could be downloaded here. The code for wide pulse PGSE will be released soon.
Recommended citation: Lee, H. H., Fieremans, E., & Novikov, D. S. (2021). "Realistic Microstructure Simulator (RMS): Monte Carlo simulations of diffusion in three-dimensional cell segmentations of microscopy images." Journal of Neuroscience Methods, 350, 109018. https://doi.org/10.1016/j.jneumeth.2020.109018
Published in Magnetic Resonance in Medicine, 2021
Removal of Gibbs-ringing artifacts caused by partial Fourier acquisition and zero filling interpolation in MRI data. The code can be downloaded here.
Recommended citation: Lee, H. H., Novikov, D. S. & Fieremans, E. (2021). "Removal of partial Fourier-induced Gibbs (RPG) ringing artifacts in MRI." Magnetic Resonance in Medicine, 86:2733-2750. https://doi.org/10.1002/mrm.28830
Published in NMR in Biomedicine, 2024
Monte Carlo simulations of diffusion in realistic axons segmented from electron microscopy data of a human brain sample. The simulation code can be downloaded here.
Recommended citation: Lee, H. H., Tian, Q., Sheft, M., et al. (2024). "The effects of axonal beading and undulation on axonal diameter estimation from diffusion MRI: Insights from simulations in human axons segmented from three-dimensional electron microscopy." NMR in Biomedicine, e5087. https://doi.org/10.1002/nbm.5087
Published in Science Advances, 2024
The simulation code can be downloaded here.
Recommended citation: Wu, D., Lee, H. H., Ba, R., Turnbill, V., Wang, X., Luo, Y., ... & Zhang, J. (2024). "In vivo mapping of cellular resolution neuropathology in brain ischemia with diffusion MRI. " Science Advances, 10(29), eadk1817. https://doi.org/10.1126/sciadv.adk1817
Published in Aging Cell, 2024
Soma density and radius derived from SANDI (soma and neurite density imaging) model shows significant decrease with age in human cortical gray matter in a lifespan cohort scanned on the human Connectome scanner.
Recommended citation: Lee, H., Lee, H. H., Ma, Y., Eskandarian, L., Gaudet, K., Tian, Q., ... & Huang, S. Y. (2024). "Age‐related alterations in human cortical microstructure across the lifespan: Insights from high‐gradient diffusion MRI." Aging Cell, 23(11), e14267. https://doi.org/10.1111/acel.14267
Published in Magnetic Resonance in Medicine, 2025
The simulation code can be downloaded here.
Recommended citation: Lee, H. H., Novikov, D. S., Fieremans, E., & Huang, S. Y. (2025). "Revealing membrane integrity and cell size from diffusion kurtosis time dependence." Magnetic Resonance in Medicine, 93(3), 1329-1347. https://doi.org/10.1002/mrm.30335
Published in Imaging Neuroscience, 2025
The NEXI (neurite exchange imaging) model fitting code can be downloaded here.
Recommended citation: Chan, K. S., Ma, Y., Lee, H., Marques, J. P., Olesen, J. L., Coelho, S., ... & Lee, H. H. (2025). "In vivo human neurite exchange time imaging at 500 mT/m diffusion gradients. " Imaging Neuroscience, 3, imag_a_00544. https://doi.org/10.1162/imag_a_00544
Published in Nature Biomedical Engineering, 2025
The simulation code of pulsed-gradient sequence parameter can be downloaded here.
Recommended citation: Ramos-Llordén, G., Lee, H. H., Davids, M., Dietz, P., Krug, A., Kirsch, J. E., ... & Huang, S. Y. (2025). "Ultra-high gradient connectomics and microstructure MRI scanner for imaging of human brain circuits across scales." Nature Biomedical Engineering, 1-16. https://doi.org/10.1038/s41551-025-01457-x
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This is a 30-minute talk about how to set up Monte Carlo simualtions of diffusion from the script.
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This is a 60-minute talk about the microstructure imaging using diffusion MRI.
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This is a 60-minute talk about the basic of diffusion MRI.
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This is a 20-minute talk about the biophysics beyond the standard model of diffusion MRI.
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This is a 20-minute talk about Numerical Phantoms of diffusion MRI.
Undergraduate course, University 1, Department, 2014
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Workshop, University 1, Department, 2015
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