Neuroimage Analysis Group
Principal Researcher: Dr. Laura Igual
Members: Dr. Petia Radeva, Dr. Lluís Garrido Ostermann, Marta Núnez, Mohamed Oualid Benkarim, Sonja Simpraga, Maria del Mar Vila.
University of Barcelona. Department of Applied Mathematics and Analysis, Faculty of Mathematics. Gran Via de les Corts Catalanes, 585. 08007 Barcelona.
Neuroimage Analysis Group
The research group Neuroimage Analysis (NIA) of the University of Barcelona whose area expertise is the processing and analysis of neuroimaging, from the segmentation and description of images to their classification and subsequent application in supporting the diagnosis.
Their research focuses on the development and application of new methods of computer vision and machine learning for the processing and analysis of medical images of different modalities. Currently, they center on neurological images: anatomical and functional Magnetic Resonance Imaging (MRI and fMRI), and the combination of them.
WHAT WE DO
- They have developed a new method for early diagnosis of ADHD. Advances in research of this project have drawn attention in the media and broadcasting has been made in several national media. The news about the interview to the Dr. Laura Igual was broadcast by la Xarxa de Televisions de Catalunya: http://youtu.be/_TPJkLbpPjY, and the news was published in more than 15 digital media.
- They have an ongoing framework for collaboration with Fundación IMIM in research of automatic image analysis for the study of neurological mental disorders.
- They participated in the project «Analysis of intestinal motility using advanced machine learning techniques» funded by the company Given Imaging Ltd.
- They offer support to image-based diagnostic.
- They are interested in collaboration with clinical groups, research groups or companies interested in medical imaging, neuroimaging preferably.
FOR WHOM WE WORK
- Biotechnology and Health Sciences sector.
- Information and Communication Technologies sector (ICT).
They have participated in over 14 research competitive projects and two framework agreements for collaboration with other research centers.
Among the projects, they highlight two of interest:
- Project to develop a new method for early diagnosis of ADHD (UB-IMIM).
- Project for the characterization of obesity through automatic analysis of functional magnetic resonance imaging (UB).
They have participated in important technology transfer processes with several hospitals (Hospital Vall d’Hebron, Hospital del Mar, Hospital Parc Taulí, Hospital Universitari Germans Trias i Pujol de Badalona) and we have published four patents with the company Given Imaging Ltd.
- SYSTEM AND METHOD FOR IMPROVING A DISCRIMINATIVE MODEL. Inventors: Michal Drozdzal, Petia Radeva, JordiVitrià, Fernando Azpiroz, Laura Igual, Santiago Seguí, Carolina Malagelada.
- METHOD FOR AUTOMATIC CLASSIFICATION OF IN VIVO IMAGES.Inventors: Laura Igual, Jordi Vitrià, Fernando Vilariño, Santiago Seguí , Carolina Malagelada, Fernando Azpiroz, Petia Radeva. Patent Number; US2010046816-A1
- SYSTEM AND METHOD FOR SYNCHRONIZING IMAGE SEQUENCES CAPTURED IN-VIVO FOR AUTOMATIC COMPARISON.Inventors: Michal Drozdzal, Petia Radeva, Jordi Vitrià, Fernando Azpiroz, Laura Igual, Santiago Seguí, Carolina Malagelada
- SYSTEM AND METHOD FOR AUTOMATIC DETECTION OF IN VIVO CONTRACTION VIDEO SEQUENCES.Inventors:Michal Drozdzal, Petia Radeva, Santiago Seguí, Laura Igual, Carolina Malagelada, Fernando Azpiroz, Jordi Vitrià. US Patent App. 20,100/046,816
- Laura Igual, XavierPerez-Sala, Sergio Escalera, Cecilio Angulo, Fernando De la Torre. Continuous Generalized Procrustes Pattern Recognition 47 (2) 2014, pp. 659–671.
- LauraIgual and Agata Lapedriza Ricard Borràs. Robust Gait-Based Gender Classification using Depth Cameras. Eurasip Journal On Image And Video Processing, 2013:1.
- Antonio Hernández-Vela, Carlo Gatta, Sergio Escalera, Laura Igual, Victoria Martín-Yuste, Manel Sabaté, Petia Radeva,Accurate coronary centerline extraction, caliber estimation and catheter detection in angiographies, IEEE Transactions on Information Technology in Biomedicine, 16(6) pp. 1332-1340. 2012.
- Laura Igual; Joan CarlesSoliva; Sergio Escalera; Roger Gimeno; Oscar Vilarroya; Petia Radeva. Automatic Brain Caudate Nuclei Segmentation and Classification in Diagnostic of Attention-Deficit/Hyperactivity Disorder. Computerized Medical Imaging and Graphics, 36(8), pp.591-600, 2012.
- Laura Igual, Joan CarlesSoliva, Antonio Hernandez-Vela, Sergio Escalera, Xavier Jimenez, Oscar Vilarroya and Petia Radeva. A Fully-Automatic Caudate Nucleus Segmentation of Brain MRI: Application in Volumetric Analysis of Pediatric Attention Deficit Hyperactivity Disorder, BioMedical EngineeringOnLine 2011, 10:105.