Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Experiment Video

Updated: Jun 28, 2026

Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
09:33

Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases

Published on: July 28, 2013

Automatic deformable diffusion tensor registration for fiber population analysis.

M O Irfanoglu1, R Machiraju, S Sammet

  • 1Computer Sciences and Engineering Department, The Ohio State University, USA. irfanoglu.1@osu.edu

Medical Image Computing and Computer-Assisted Intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention
|November 6, 2008
PubMed
Summary
This summary is machine-generated.

Related Concept Videos

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Challenges and limitations of anal cancer and precancer screening among people with HIV in a real-world setting.

Infection·2026
Same author

Multi-vendor multi-site quantitative MRI analysis of cartilage degeneration 10 Years after anterior cruciate ligament reconstruction: MOON-MRI protocol and preliminary results.

Osteoarthritis and cartilage·2022
Same author

Baseline brain function in the preadolescents of the ABCD Study.

Nature neuroscience·2021
Same author

Imitation strategies in subjects with schizophrenia: a behavioural approach.

Archives italiennes de biologie·2020
Same author

Detection and Distinction of Mild Brain Injury Effects in a Ferret Model Using Diffusion Tensor MRI (DTI) and DTI-Driven Tensor-Based Morphometry (D-TBM).

Frontiers in neuroscience·2018
Same author

MR Thermography-Guided Head and Neck Lesion Laser Ablation.

AJNR. American journal of neuroradiology·2018

We developed a new method for aligning Diffusion Tensor Images (DTI) using geodesic-loxodromes and Multi-Dimensional Scaling (MDS). This technique enables accurate fiber-to-fiber correspondence and DTI-atlas construction in brain imaging.

Area of Science:

  • Medical Imaging
  • Computational Anatomy
  • Diffusion Tensor Imaging Analysis

Background:

  • Diffusion Tensor Imaging (DTI) is crucial for analyzing white matter structure.
  • Accurate registration of DTI data is challenging due to complex white matter architecture.
  • Existing registration methods may not fully capture the intrinsic geometry of diffusion tensors.

Purpose of the Study:

  • To introduce a novel deformable tensor-to-tensor registration method for DTI.
  • To leverage geodesic-loxodromes and Multi-Dimensional Scaling (MDS) for tensor manifold analysis.
  • To improve the accuracy of fiber-to-fiber correspondence and DTI-atlas construction.

Main Methods:

  • Modeling tensor distances using geodesic-loxodromes.
  • Employing Multi-Dimensional Scaling (MDS) to unfold the tensor manifold.

More Related Videos

Fiber Connections of the Supplementary Motor Area Revisited: Methodology of Fiber Dissection, DTI, and Three Dimensional Documentation
16:23

Fiber Connections of the Supplementary Motor Area Revisited: Methodology of Fiber Dissection, DTI, and Three Dimensional Documentation

Published on: May 23, 2017

Diffusion Imaging in the Rat Cervical Spinal Cord
10:46

Diffusion Imaging in the Rat Cervical Spinal Cord

Published on: April 7, 2015

Related Experiment Videos

Last Updated: Jun 28, 2026

Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases
09:33

Diffusion Tensor Magnetic Resonance Imaging in the Analysis of Neurodegenerative Diseases

Published on: July 28, 2013

Fiber Connections of the Supplementary Motor Area Revisited: Methodology of Fiber Dissection, DTI, and Three Dimensional Documentation
16:23

Fiber Connections of the Supplementary Motor Area Revisited: Methodology of Fiber Dissection, DTI, and Three Dimensional Documentation

Published on: May 23, 2017

Diffusion Imaging in the Rat Cervical Spinal Cord
10:46

Diffusion Imaging in the Rat Cervical Spinal Cord

Published on: April 7, 2015

  • Utilizing a multi-step vector-image registration scheme on MDS-derived vector images.
  • Reorienting tensor fields using the computed deformation fields.

    • Main Results:

    • The proposed method effectively registers deformable tensor fields.
    • Demonstrated suitability for establishing fiber-to-fiber correspondence.
    • Showcased utility in DTI-atlas construction.
    • Validation performed on brain DTI datasets.

    Conclusions:

    • The novel registration method offers a robust approach for DTI analysis.
    • Geodesic-loxodromes and MDS provide a powerful framework for tensor manifold registration.
    • The method enhances capabilities for detailed white matter tractography and atlas-based studies.