Global

Medical Sciences Experts

Anastasia Yendiki


Radiology
Athinoula A. Martinos Center for Biomedical Imaging
United States of America

Biography

My research focuses on methods for mapping the circuitry of the human brain in health and disease. I have developed TRACULA (TRActs Constrained By UnderLying Anatomy), a software tool for reconstructing white-matter pathways from diffusion MRI data based on prior anatomical knowledge. Instead of enforcing hard constraints on the trajectories of the pathways, this approach includes a detailed probabilistic model of the anatomical regions that a pathway traverses at every point along its trajectory. This allows the same pathway to be reconstructed automatically in a novel subject, even if its shape and integrity differs from those of the subjects that were used to train the algorithm. Some of my current research projects include: algorithms for labeling and group analysis of white-matter bundles from diffusion MRI; validation and optimization of diffusion MRI; and applications in psychiatric disease. My research focuses on methods for mapping the circuitry of the human brain in health and disease. I have developed TRACULA (TRActs Constrained By UnderLying Anatomy), a software tool for reconstructing white-matter pathways from diffusion MRI data based on prior anatomical knowledge. Instead of enforcing hard constraints on the trajectories of the pathways, this approach includes a detailed probabilistic model of the anatomical regions that a pathway traverses at every point along its trajectory. This allows the same pathway to be reconstructed automatically in a novel subject, even if its shape and integrity differs from those of the subjects that were used to train the algorithm. Some of my current research projects include: algorithms for labeling and group analysis of white-matter bundles from diffusion MRI; validation and optimization of diffusion MRI; and applications in psychiatric disease.

Research Interest

Radiology

Global Experts from United States of America

Global Experts in Subject

Share This Profile
Recent Expert Updates
  • Matthew L Stone
    Matthew L Stone
    pediatrics
    University of Virginia Health System; Charlottesville, VA
    United States of America
  • Dr.   Matthew
    Dr. Matthew
    pediatrics
    University of Virginia Health System; Charlottesville, VA
    United States of America
  • Dr.  L Stone Matthew
    Dr. L Stone Matthew
    pediatrics
    University of Virginia Health System; Charlottesville, VA
    United States of America
  • Dr.  L Stone
    Dr. L Stone
    pediatrics
    University of Virginia Health System; Charlottesville, VA
    United States of America
  • Dr. Matthew L Stone
    Dr. Matthew L Stone
    pediatrics
    University of Virginia Health System; Charlottesville, VA
    United States of America
  • Dr.  R Sameh
    Dr. R Sameh
    pediatrics
    King Abdul Aziz University
    United Arab Emirates
  • Dr.   R Ismail,
    Dr. R Ismail,
    pediatrics
    King Abdul Aziz University
    United Arab Emirates
  • Sameh R Ismail,
    Sameh R Ismail,
    pediatrics
    King Abdul Aziz University
    United Arab Emirates
  • Dr.   Sameh R Ismail,
    Dr. Sameh R Ismail,
    pediatrics
    King Abdul Aziz University
    United Arab Emirates
  • Dr.   William
    Dr. William
    pediatrics
    Maimonides Medical Center
    United States of America