2024

Perceptual super-resolution in multiple sclerosis MRI.

Diana L. Giraldo, Hamza Khan, Gustavo Pineda, Zhihua Liang, Alfonso Lozano, Bart Van Wijmeersch, Henry C. Woodruff, Philippe Lambin, Eduardo Romero, Liesbet M. Peeters, and Jan Sijbers.

Frontiers in Neuroscience. 2024. DOI: 10.3389/fnins.2024.1473132

Preprint in MedRvix. DOI: 10.1101/2024.08.02.24311394

Estimating Polyp Size From a Single Colonoscopy Image Using a Shape-From-Shading Model.

Josué Ruano, Diego Bravo, Diana L. Giraldo, Martín Gómez, Fabio A. González, Antoine Manzanera, and Eduardo Romero.

IEEE International Symposium on Biomedical Imaging (ISBI), 2024. DOI: 10.1109/ISBI56570.2024.10635358

Synthesizing fractional anisotropy maps from T1-weighted magnetic resonance images using a simplified generative adversarial network.

Al-yhuwert Murcia Tapias, Diana L. Giraldo, and Eduardo Romero.

SPIE Medical Imaging 2024: Clinical and Biomedical Imaging. DOI: 10.1117/12.3009706

2023

Super-Resolution Reconstruction of Multi-Slice T2-W FLAIR MRI Improves Multiple Sclerosis Lesion Segmentation.

Diana L. Giraldo, Quinten Beirinckx, Arnold J. den Dekker, Ben Jeurissen, and Jan Sijbers.

45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2023. DOI: 10.1109/EMBC40787.2023.10341047

Comparison of diffusion kurtosis tensor imaging and multi-tissue CSD for the investigation of group differences in Alzheimer's disease.

Diana L. Giraldo, Robert E. Smith, Hanne Struyfs, Ellis Niemantsverdriet, Ellen De Roeck, Maria Bjerke, Sebastiaan Engelborghs, Eduardo Romero, Jan Sijbers, and Ben Jeurissen.

International Society of Magnetic Resonance in Medicine (ISMRM), 2023.

Exploring anatomical brain heterogeneity in subjects with mild cognitive impairment.

German A. Pabón Ochoa, Diana L. Giraldo, and Eduardo Romero.

19th International Symposium on Medical Information Processing and Analysis (SIPAIM), 2023. DOI: 10.1109/SIPAIM56729.2023.10373453

Exploring the Correlation between Disability Status and Brain Volumetric Measurements Using Real-World Retrospective Magnetic Resonance Images in People with Multiple Sclerosis.

Hamza Khan, Diana Giraldo, Quinten Beirinckx, Jan Sijbers, Henry Woodruff, Philippe Lambin, and Liesbet Peeters

9th Joint ECTRIMS-ACTRIMS meeting, 2023. DOI: 10.1177/13524585231196195

2022

Investigating Tissue-Specific Abnormalities in Alzheimer's Disease with Multi-Shell Diffusion MRI.

Diana L. Giraldo, Robert E. Smith, Hanne Struyfs, Ellis Niemantsverdriet, Ellen De Roeck, Maria Bjerke, Sebastiaan Engelborghs, Eduardo Romero, Jan Sijbers, and Ben Jeurissen.

Journal of Alzheimer's Disease pp. 1-21. IOS Press, 2022. DOI: 10.3233/jad-220551

PhD thesis: Computational anatomy strategies for characterization of brain patterns associated with Alzheimer's disease.

Diana Lorena Giraldo Franco
Supervisors: Eduardo Romero, Jan Sijbers, and Ben Jeurissen

Joint PhD:
 Doctor of Engineering, Universidad Nacional de Colombia
 Doctor of Science, Universiteit Antwerpen

2021

Quantification of cognitive impairment to characterize heterogeneity of patients at risk of developing Alzheimer's disease dementia.

Diana L. Giraldo, Jan Sijbers, and Eduardo Romero.

Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring 13.1 (2021) e12237. 2021. DOI: 10.1002/dad2.12237

Mining relations between neuropsychological data to characterize Alzheimer's disease.

German A. Pabón Ochoa, Diana L. Giraldo, and Eduardo Romero.

17th International Symposium on Medical Information Processing and Analysis (SIPAIM), 2021. DOI: 10.1117/12.2606298

2019

Cognitive Training in Young Patients With Traumatic Brain Injury: A Fixel-Based Analysis.

Helena Verhelst, Diana L. Giraldo, Catharine Vander Linden, Guy Vingerhoets, Ben Jeurissen, Karen Caeyenberghs.

Neurorehabilitation and Neural Repair 33(10) pp 813-824. 2019. DOI: 10.1177/1545968319868720

Sulci characterization to predict progression from mild cognitive impairment to Alzheimer's disease.

Santiago Silva, Diana L. Giraldo, and Eduardo Romero.

15th International Symposium on Medical Information Processing and Analysis (SIPAIM), 2019. DOI: 10.1117/12.2540437

Tele-Pathology: A Use Case In Colombia.

Charlems Alvarez, German Corredor, Diana Giraldo, and Eduardo Romero.

IEEE 16th International Symposium on Biomedical Imaging (ISBI), 2019. DOI: 10.1109/ISBI.2019.8759227

2018

Characterization of brain anatomical patterns by comparing region intensity distributions: Applications to the description of Alzheimer's disease.

Diana L. Giraldo, Juan D. García-Arteaga, Simón Cárdenas-Robledo, and Eduardo Romero.

Brain and Behavior 8(4), 2018. DOI: 10.1002/brb3.942

Description of brain volumetric changes in Alzheimer's disease using region-based morphometry.

Sebastian Maglioni, Diana L. Giraldo, Juan Duarte, Nelson Velasco, and Eduardo Romero.

14th International Symposium on Medical Information Processing and Analysis (SIPAIM), 2018. DOI: 10.1117/12.2511533

2017

Quantifying cognition and behavior in normal aging, mild cognitive impairment, and Alzheimer's disease.

Diana L. Giraldo, Jan Sijbers, and Eduardo Romero.

13th International Symposium on Medical Information Processing and Analysis (SIPAIM), 2017. DOI: 10.1117/12.2287036

Fixel-Based Analysis of Alzheimer's Disease Using Multi-Tissue Constrained Spherical Deconvolution of Multi-Shell Diffusion MRI.

Diana L. Giraldo, Hanne Struyfs, David Raffelt, Paul Parizel, Sebastiaan Engelborghs, Eduardo Romero, Jan Sijbers, and Ben Jeurissen.

International Society of Magnetic Resonance in Medicine (ISMRM), 2017. Program number: 0400

Modelo para el análisis de la mortalidad en Colombia 2000-2012.

Diana L. Giraldo, Angélica Atehortúa, Juan García-Arteaga, Diana P. Díaz-Jiménez, Eduardo Romero, and Jesús Rodríguez

Revista de Salud Pública 19(2), 2017. DOI: 10.15446/rsap.v19n2.66239

Characterizing brain patterns in conversion from mild cognitive impairment (MCI) to Alzheimer's disease.

Santiago Silva, Diana L. Giraldo, and Eduardo Romero.

13th International Symposium on Medical Information Processing and Analysis (SIPAIM), 2017. DOI: 10.1117/12.2286102

2016

Finding regional models of the Alzheimer's disease by fusing information from neuropsychological tests and structural MR images.

Diana L. Giraldo, Juan D. García-Arteaga, and Eduardo Romero.

SPIE International Symposium on Medical Imaging, 2016. DOI: 10.1117/12.2217021

2015

Finding Models to Detect Alzheimer's Disease by Fusing Structural and Neuropsychological Information.

Diana L. Giraldo, Juan D. García-Arteaga, and Eduardo Romero.

11th International Symposium on Medical Information Processing and Analysis (SIPAIM), 2015. DOI: 10.1117/12.2211489

2014

Morphometry-Based Comparison of Relevant Brain Regions for Alzheimer's Disease Detection.

Diana L. Giraldo, Juan D. García-Arteaga, and Eduardo Romero.

10th International Symposium on Medical Information Processing and Analysis (SIPAIM), 2014. DOI: 10.1117/12.2072506

2013

An Automatic Search of Alzheimer Patterns Using a Nonnegative Matrix Factorization.

Diana L. Giraldo, Juan D. García-Arteaga, and Eduardo Romero.

9th International Symposium on Medical Information Processing and Analysis (SIPAIM), 2013. DOI: 10.1117/12.2034415