Development and optimization of tools for the study of human brain anatomical connectivity using high angular resolution diffusion MRI

Project Type: FONDECYT Initiation #11121644
Position: Principal Researcher
Award Year: 2012. Ending Year: 2015.

Descripción

This project sought to develop and optimize tools for the study and analysis of brain connectivity, using Difussion Magnetic Resonance Imaging (dMRI) data.

The studies are based on High Angular Resolution Difussion Imaging (HARDI) images.

These present very high quality, due to the advancement of acquisition technologies, as well as the acquisition itself (long duration, dedicated to research) and the performed post-processing, which seek to provide a solid base for the study of the healthy adult human brain.

The main results of this project contemplate:

  • The analysis of the reproducibility of short association fascicles of the brain, using data clustering tools and cortical parcellations.

  • The optimization of an algorithm for the segmentation of brain fibers, achieving times that allow an interactive segmentation (Principal Researcher: Professor Miguel Figueroa T.).

  • The development of a tool for the optimized visualization and manipulation of brain tracts.

Other interesting results are:

  • Development of a tool for the optimized visualization of tracts for Android devices (iFiber).

  • Creation of an atlas of short brain fascicles.

  • Development of algorithms for the comparison of brain tracts, between subjects and between hemispheres.

Undergraduate Theses related to the project

Student Thesis Defense Date
Ignacio Osorio W. Electronic Civil Engineering Thesis: “Software for the Interactive Visualization and Extraction of Brain Fibers” December 31st, 2015.
Danilo Bonometti B. Electronic Civil Engineering Thesis: “Visualization of Brain Fibers” April 1st, 2015.
Daniel Seguel B. Biomedical Civil Engineering Thesis: “Automatic Algorithm for the Segmentation of Short Association Fibers of the Human Brain” March 17th, 2015.
Claudio Román G. Biomedical Civil Engineering Thesis: “Short Brain Fibers Clustering Calculated from Difussion Magnetic Resonance Imaging Images” January 16th, 2015.
Miguel Guevara O. Biomedical Civil Engineering Thesis: “Algorithm for the Automatic Segmentation of Short Brain Fibers of the Fronto-Parietal Region and the Insular Cortex” January 16th, 2015.
Pablo L. Silva P. Biomedical Civil Engineering Thesis: “Parcellation of the Brain Cortex Based on the Anatomical Connectivity” May 29th, 2014.
Eduardo Venegas A. Electronic Civil Engineering Thesis: “Development of a software for the interactive manipulation of brain fibers” July 18th, 2014.
Nicole A. Labra A. Biomedical Civil Engineering Thesis: “Optimization of Algorithm for the Classification of White Matter Fibers based on the Brain Fascicles Atlas” April 30th, 2013.
Edison Pardo R. Electronic Civil Engineering Thesis: “Study of the Variability of the Connections of Short Association of the Human Brain” April 4th, 2013.
Gabriel E. Varela M. Biomedical Civil Engineering Thesis: “Calculation of Diffusion Tensor Indices from the Westin Algorithm” April 4th, 2013.

Postgraduate Theses related to the project

Student Thesis Defense Date
Claudio Román G. Master of Engineering Sciences w/m in Electrical Engineering.
“Segmentation of brain short brain fibers based on hierarchical Clustering from HARDI database”
November 30th, 2016.
Miguel Guevara O. Master of Engineering Sciences w/m in Electrical Engineering.
“Parcellation of the brain cortex based on fiber atlas calculated from tractography”
January 30th, 2016.
Nicole Labra A. Master of Engineering Sciences w/m in Electrical Engineering, (co-director)
“Quick segmentation of white substance brain fibers”
January 28th, 2015.

Publications

1109, 2018

Students from Mozart School learn about the study of the brain

Friday, September 7th, seven Juniors and Seniors from Mozart School, along with their Physics teacher, Pablo Beltrán, attended to talks organized by the Department of Informatics Engineering and Computer Sciences. First, professor Javier Vidal showed projects made in a practical subject, by freshmen of Informatics Civil Engineering, where they use the Arduino platform. Then, the master's student, Andrea Vásquez, and the Biomedical Civil Engineering student, Felipe Silva, presented the study of the brain made by the Medical Image Analysis Group, led by professor Pamela Guevara, in collaboration with professor Cecilia Hernández. After the description of neurons, brain fibers, and the brain in general, they showed results of the FONDECYT 1161427 and CONICYT PIA/"Anillo de Investigación en Ciencia y Tecnología ACT172121" Projects. In particular, a method for the fast clustering of brain fibers obtained with Difussion Magnetic Resonance Imaging was presented, as well as the study of their connectivity and visualization. This extension activity had the goal of motivating the students towards Computing and its relation with other areas.

509, 2018

Students of the Medical Images Analysis Group defend their works

In the last months, various students from the Medical Images Analysis Group have defended their works, which have been developed in the context of the FONDECYT 1161427 Project. In the month of July, Andrea Vásquez, presented her Masters in Computer Science Thesis proposal, titled: "Efficient method for the clustering of brain fibers based on parallel algorithm on GPU", codirected by professor Cecilia Hernández. In the month of August, Narciso López defended his PhD in Computer Science Thesis proposal, titled: "Parcellation of the brain cortex from the segmentation of short fiber fascicles". Two students also defended their Biomedical Civil Engineering Thesis: Ignacio Espinoza, with his work "Virtual Reality Software for the 3D Exploration of the Brain", and Daniela Pinto, with the topic "Segmentation of short Brain Fibers based on its form starting from Difussion Magnetic Resonance Imaging images". All of these works contribute with the objective of developing tools that allow for a more detailed study of the brain connectivity, both in healthy subjects, as in patients.

1708, 2018

Dr. Wael El-Deredy dictated fMRI Workshop for Medical Image Analysis Group

Researcher Wael El-Deredy, from the University of Valparaíso, visited us to conduct a Workshop about Functional Magnetic Resonance (fMRI) Image Analysis through SPM software. Some student members of the Medical Image Analysis Group attended. Professor Wael El-Deredy is an expert in the study of brain dynamics based on Electroencephalography (EEG) signals and fMRI. The Workshop was carried out in the context of collaboration given by the ANILLO ACT 172121 project, "Neural Mechanisms of Brain Self-regulation with Brain-Machine Interfaces and Application to Addiction", directed by Pontifical Catholic University of Chile researcher, Dr. Ranganatha Sitaram, where Dr. Wael El-Deredy and Dr. Pamela Guevara are titular researchers, along with other researchers. The objective is to integrate fMRI analysis with the studies of estructural connectivity developed by the Medical Image Analysis Group, at University of Concepción.

108, 2018

FONDECYT 1161427 Project Results in IEEE EMBC 2018 Conference

The Biomedical Civil Engineering Student Daniela Pinto presented her work at the 40th International Engineering in Medicine and Biology Conference (EMBC 2016), held in Honolulu, Hawaii, EEUU. The presented paper is titled: "A stringent fiber distance measure for dMRI tractography clustering and segmentation", which seeks to carry out a better study of the short association fascicles of brain white matter. Daniela travelled along with a large delegation of Biomedical Engineering, composed by students, teachers, and collaborators, who presented papers in their respective areas.

108, 2018

FONDECYT 1161427 Project Results presented at ISMRM 2018 Conference

Professor Pamela Guevara, along with the Informatics Civil Engineering student Alexis Sánchez presented their work at the International Symposyum of Magnetic Resonance in Medicine (ISMRM 2018) Conference, held in Paris, France, on June 2018. The project was developed by the student Alexis Sánchez, under the guidance of professor Pamela Guevara and Informatics Civil Engineering professor Cecilia Hernández. The paper is titled: "Clustering of tractography datasets based on streamline point distribution", and it consists in a fast algorithm for the clustering of similar brain fibers.

108, 2018

High School Students completed Internship

Four students of Saint John's School completed a 2-day internship in activities of Biomedical Civil Engineering. During the afternoon of Thursday, August 1st, 2018, the students learned, with professor Pamela Guevara, about the Processing of Medical Images and Brain Study. They also had two workshops, related to these subjects, and the projects FONDECYT Regular 1161427 and ANILLO ACT172121. The first workshop was directed by the student Ignacio Espinoza, who showed his Virtual Reality Software for the exploration of the brain, developed in Unity. The second workshop was directed by the Ph.D. student Claudio Román, who explained the bases of Magnetic Resonance for the study of brain fibers, using DSI Studio software.

News

208, 2019

#SoyUdeC: Dr. Pamela Guevara Álvez, leader of the Medical Images Analysis Group #UdeC

University of Concepción featured professor Pamela Guevara in #SoyUdeC, a series of short videos that highlights notable members from the university. The video mentions her early [...]

2707, 2019

Claudio Román presented at EMBC 2019 Berlin

From July 23rd to 27th, 2019, at Berlin, the 41st International Engineering in Medicine and Biology Conference (EMBC) took place, organised by the EMBS. The [...]

1207, 2019

“Ciencia sin Ficción” Show: “Project helps understand brain functioning through high resolution images”

The "Ciencia Sin Ficción" (Science without Fiction) show made a report about the research developed by researcher Pamela Guevara, where the main projects made by [...]

607, 2019

Intensive EEG Acquisition and Analysis Course

From July 6th to the 8th, an intensive 20 hour course took place at University of Concepción, dictated by BrainSupport. This seminar was organized by [...]

2018-11-10T18:32:47-03:00

Share This Story, Choose Your Platform!

Go to Top