[HTML][HTML] Mesoscale microscopy and image analysis tools for understanding the brain
AL Tyson, TW Margrie - Progress in Biophysics and Molecular Biology, 2022 - Elsevier
Over the last ten years, developments in whole-brain microscopy now allow for high-
resolution imaging of intact brains of small animals such as mice. These complex images …
resolution imaging of intact brains of small animals such as mice. These complex images …
Eliminating accidental deviations to minimize generalization error and maximize replicability: Applications in connectomics and genomics
Replicability, the ability to replicate scientific findings, is a prerequisite for scientific discovery
and clinical utility. Troublingly, we are in the midst of a replicability crisis. A key to …
and clinical utility. Troublingly, we are in the midst of a replicability crisis. A key to …
Pandora: 4-D white matter bundle population-based atlases derived from diffusion MRI fiber tractography
Brain atlases have proven to be valuable neuroscience tools for localizing regions of interest
and performing statistical inferences on populations. Although many human brain atlases …
and performing statistical inferences on populations. Although many human brain atlases …
[HTML][HTML] Bagging improves reproducibility of functional parcellation of the human brain
Increasing the reproducibility of neuroimaging measurement addresses a central
impediment to the advancement of human neuroscience and its clinical applications. Recent …
impediment to the advancement of human neuroscience and its clinical applications. Recent …
[PDF][PDF] Big data reproducibility: Applications in brain imaging and genomics
Reproducibility, the ability to replicate analytical findings, is a prerequisite for both scientific
discovery and clinical utility. Troublingly, we are in the midst of a reproducibility crisis, in …
discovery and clinical utility. Troublingly, we are in the midst of a reproducibility crisis, in …
[PDF][PDF] Optimal experimental design for big data: applications in brain imaging
The cost of data acquisition and analysis is becoming prohibitively expensive for many
research groups across disciplines. And yet, as more data are available, more researchers …
research groups across disciplines. And yet, as more data are available, more researchers …
Empirical and Data-Driven Harmonization of Diffusion Weighted MRI
CB Hansen - 2021 - search.proquest.com
Abstract Diffusion weighted MRI (DW-MRI) is known for mapping white matter fibers of the
brain and serves as the only available technique to probe tissue structure at a microscopic …
brain and serves as the only available technique to probe tissue structure at a microscopic …
[PDF][PDF] Parcellation of Brain Magnetic Resonance Images using Improved Atlases Selection Model
P Owate, B Aribisala, C Uwadia, P Adewole - jrrslasu.com
Introduction: Multiple atlas-based parcellation model has been demonstrated to perform
better than single atlas-based parcellation model in terms of accuracy of the parcellation of …
better than single atlas-based parcellation model in terms of accuracy of the parcellation of …
[PDF][PDF] Multiscale Statistical Hypothesis Testing for k-Sample Graph Inference
V Gopalakrishnan - 2021 - jscholarship.library.jhu.edu
A connectome is a map of the structural and/or functional connections in the brain. This
information-rich representation has the potential to transform our understanding of the …
information-rich representation has the potential to transform our understanding of the …
Discovery of Multi-Level Network Differences Across Populations of Heterogeneous Connectomes
V Gopalakrishnan, J Chung, E Bridgeford… - arXiv preprint arXiv …, 2020 - arxiv.org
A connectome is a map of the structural and/or functional connections in the brain. This
information-rich representation has the potential to transform our understanding of the …
information-rich representation has the potential to transform our understanding of the …