Diana Lorena Giraldo Franco senior researcher

Publications Diana Lorena Giraldo Franco

Combining magnetic resonance imaging and evoked potentials enhances machine learning prediction of multiple sclerosis disability worsening

Source
Frontiers in immunology - ISSN 1664-3224-17 (2026) p. 1-18
Author(s)
    Sofie Aerts, Lorin Werthen-Brabants, Hamza Khan, Diana Lorena Giraldo Franco, Edward De Brouwer, Lotte Geys, Veronica Popescu, Jan Sijbers, Henry C. Woodruff, Tom Dhaene, Dirk Deschrijver, Bart Van Wijmeersch, Philippe Lambin, Liesbet M. Peeters

Leveraging hand-crafted radiomics on multicenter FLAIR MRI for predicting disability worsening in people with multiple sclerosis

Source
Frontiers in neuroscience - ISSN 1662-453X-19 (2025) p. 1-16
Author(s)
    Hamza Khan, Henry C. Woodruff, Diana Lorena Giraldo Franco, Lorin Werthen-Brabants, Shruti Atul Mali, Sina Amirrajab, Edward De Brouwer, Veronica Popescu, Bart Van Wijmeersch, Oliver Gerlach, Jan Sijbers, Liesbet M. Peeters, Philippe Lambin

Estimating polyp size from a single colonoscopy image using a shape-from-shading model

Source
Proceedings- (2024) p.
Author(s)

Perceptual super-resolution in multiple sclerosis MRI

Source
Frontiers in neuroscience - ISSN 1662-453X-18 (2024) p. 1-15
Author(s)
    Diana Lorena Giraldo Franco, Hamza Khan, Gustavo Pineda, Zhihua Liang, Alfonso Lozano-Castillo, Bart VAN WIJMEERSCH, Henry C. Woodruff, Philippe Lambin, Eduardo Romero, Liesbet M. Peeters, Jan Sijbers

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

Source
Medical Imaging 2024: Clinical and Biomedical Imaging, 18-23 February 2024, San Diego, California, United States-12930 (2024) p. 1-8
Author(s)