ArticleIEEE transactions on medical imaging2015
Simultaneous multi-scale diffusion estimation and tractography guided by entropy spectrum pathways.
Article in IEEE transactions on medical imaging, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Characterizing the dynamics of multi-scale global high impact weather events.Scientific reports · 2024Article
- Diffusion MRI tractography of the locus coeruleus-transentorhinal cortex connections using GO-ESP.Magnetic resonance in medicine · 2022Article
- Brain Waves: Emergence of Localized, Persistent, Weakly Evanescent Cortical Loops.Journal of cognitive neuroscience · 2020Article
- Brain connections derived from diffusion MRI tractography can be highly anatomically accurate-if we know where white matter pathways start, where they end, and where they do not go.Brain structure & function · 2020Article
- JEDI: Joint Estimation Diffusion Imaging of macroscopic and microscopic tissue properties.Magnetic resonance in medicine · 2020Article
- Symplectomorphic registration with phase space regularization by entropy spectrum pathways.Magnetic resonance in medicine · 2019Article
- Joint Estimation of Effective Brain Wave Activation Modes Using EEG/MEG Sensor Arrays and Multimodal MRI Volumes.Neural computation · 2018Article
- White Matter Fiber Tractography Using Nonuniform Rational B-Splines Curve Fitting.Journal of healthcare engineering · 2018Article
- A Unified Theory of Neuro-MRI Data Shows Scale-Free Nature of Connectivity Modes.Neural computation · 2017Article
- The Lamellar Structure of the Brain Fiber Pathways.Neural computation · 2016Article
- Dynamic Multiscale Modes of Resting State Brain Activity Detected by Entropy Field Decomposition.Neural computation · 2016Article
- Universal theory of brain waves: from linear loops to nonlinear synchronized spiking and collective brain rhythms.Physical review researchArticle
Corrections and comments
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Authors and funding
2 authors.
Funding
Abstract
We have developed a method for the simultaneous estimation of local diffusion and the global fiber tracts based upon the information entropy flow that computes the maximum entropy trajectories between locations and depends upon the global structure of the multi-dimensional and multi-modal diffusion field. Computation of the entropy spectrum pathways requires only solving a simple eigenvector problem for the probability distribution for which efficient numerical routines exist, and a straight forward integration of the probability conservation through ray tracing of the convective modes guided by a global structure of the entropy spectrum coupled with a small scale local diffusion. The intervoxel diffusion is sampled by multi b-shell multi q-angle diffusion weighted imaging data expanded in spherical waves. This novel approach to fiber tracking incorporates global information about multiple fiber crossings in every individual voxel and ranks it in the most scientifically rigorous way. This method has potential significance for a wide range of applications, including studies of brain connectivity.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.