Finding the limits of deep learning clinical sensitivity with fractional anisotropy (FA) microstructure maps. - Gaviraghi, Marta; Ricciardi, Antonio; Palesi, Fulvia; Brownlee, Wallace; Vitali, Paolo; Prados, Ferran; Kanber, Baris; Wheeler-Kingshott, Claudia A. M. Gandini (Frontiers Neuroinformatics, 2024)

Evaluation of cervical spinal cord atrophy using a modified SIENA approach. - Luchetti, Ludovico; Prados, Ferran; Cortese, Rosa; Gentile, Giordano; Calabrese, Massimiliano; Mortilla, Marzia; Stefano, Nicola De; Battaglini, Marco (NeuroImage, 2024)

Temporal-Invariant Segmentation of Multiple Sclerosis Lesions Using Generative Models. - Diaz-Hurtado, Marcos; Martínez-Heras, Eloy; Vivó, Francesc; Solana, Elisabeth; Kanber, Baris; Llufriu, Sara; Casas-Roma, Jordi; Prados, Ferran (2024)

Multiclass Lesion Detection Using Longitudinal MRI in Multiple Sclerosis. - Elkoroaristizabal, Ander; Vivó, Francesc; Calvi, Alberto; Solana, Elisabeth; Lopez-Soley, Elisabet; Alba-Arbalat, Salut; Diaz-Hurtado, Marcos; Kanber, Baris; Casas-Roma, Jordi; Llufriu, Sara; Prados, Ferran; Martínez-Heras, Eloy (2024)

Federated Multi-centric Image Segmentation with Uneven Label Distribution. - Galati, Francesco; Cortese, Rosa; Prados, Ferran; Lorenzi, Marco; Zuluaga, Maria A. (2024)

Patterns of inflammation, microstructural alterations, and sodium accumulation define multiple sclerosis subtypes after 15 years from onset. - Ricciardi, Antonio; Grussu, Francesco; Kanber, Baris; Prados, Ferran; Yiannakas, Marios C.; Solanky, Bhavana S.; Riemer, Frank; Golay, Xavier; Brownlee, Wallace; Ciccarelli, Olga; Alexander, Daniel C.; Wheeler-Kingshott, Claudia A. M. Gandini (Frontiers Neuroinformatics, 2023)

On the role of metaheuristic optimization in bioinformatics. - Calvet, Laura; Benito, Sergio; Juan, Angel A.; Prados, Ferran (Int. Trans. Oper. Res., 2023)

A2V: A Semi-Supervised Domain Adaptation Framework for Brain Vessel Segmentation via Two-Phase Training Angiography-to-Venography Translation. - Galati, Francesco; Falcetta, Daniele; Cortese, Rosa; Casolla, Barbara; Prados, Ferran; Burgos, Ninon; Zuluaga, Maria A. (2023)

Development of an Automated CBCT Nerve and Teeth Segmentation Tool Based on Deep Learning. - Caselles, Vicent; Piedra, Wenceslao; Casas, Jordi; Burgos-Artizzu, Xavier Paolo; Prados, Ferran (2023)

Longitudinal Segmentation of Multiple Sclerosis Lesions Using nnU-Net Architecture. - Martínez-Heras, Eloy; Vivó, Francesc; Diaz-Hurtado, Marcos; Kanber, Baris; Casas-Roma, Jordi; Llufriu, Sara; Prados, Ferran (2023)

A2V: A Semi-Supervised Domain Adaptation Framework for Brain Vessel Segmentation via Two-Phase Training Angiography-to-Venography Translation. - Galati, Francesco; Falcetta, Daniele; Cortese, Rosa; Casolla, Barbara; Prados, Ferran; Burgos, Ninon; Zuluaga, Maria A. (CoRR, 2023)

A generalized deep learning network for fractional anisotropy reconstruction: Application to epilepsy and multiple sclerosis. - Gaviraghi, Marta; Ricciardi, Antonio; Palesi, Fulvia; Brownlee, Wallace; Vitali, Paolo; Prados, Ferran; Kanber, Baris; Wheeler-Kingshott, Claudia A. M. Gandini (Frontiers Neuroinformatics, 2022)

Vessel-CAPTCHA: An efficient learning framework for vessel annotation and segmentation. - Dang, Vien Ngoc; Galati, Francesco; Cortese, Rosa; Giacomo, Giuseppe Di; Marconetto, Viola; Mathur, Prateek; Lekadir, Karim; Lorenzi, Marco; Prados, Ferran; Zuluaga, Maria A. (Medical Image Anal., 2022)

Reducing the Learning Domain by Using Image Processing to Diagnose COVID-19 from X-Ray Image. - Abad, Maider; Casas-Roma, Jordi; Prados, Ferran (2022)

Image quality assessment for closed-loop computer-assisted lung ultrasound. - Baum, Zachary M. C.; Bonmati, Ester; Cristoni, Lorenzo; Walden, Andrew; Prados, Ferran; Kanber, Baris; Barratt, Dean C.; Hawkes, David J.; Parker, Geoff J. M.; Wheeler-Kingshott, Claudia A. M. Gandini; Hu, Yipeng (2021)

Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation. - Dang, Vien Ngoc; Giacomo, Giuseppe Di; Marconetto, Viola; Mathur, Prateek; Cortese, Rosa; Lorenzi, Marco; Prados, Ferran; Zuluaga, Maria A. (CoRR, 2021)

Generalised boundary shift integral for longitudinal assessment of spinal cord atrophy. - Prados, Ferran; Moccia, Marcello; Johnson, Aubrey; Yiannakas, Marios C.; Grussu, Francesco; Cardoso, Manuel Jorge; Ciccarelli, Olga; Ourselin, Sébastien; Barkhof, Frederik; Wheeler-Kingshott, Claudia A. M. (NeuroImage, 2020)

Image quality assessment for closed-loop computer-assisted lung ultrasound. - Baum, Zachary M. C.; Bonmati, Ester; Cristoni, Lorenzo; Walden, Andrew; Prados, Ferran; Kanber, Baris; Barratt, Dean C.; Hawkes, David J.; Parker, Geoffrey J. M.; Wheeler-Kingshott, Claudia A. M. Gandini; Hu, Yipeng (CoRR, 2020)

High-dimensional detection of imaging response to treatment in multiple sclerosis. - Kanber, Baris; Nachev, Parashkev; Barkhof, Frederik; Calvi, Alberto; Cardoso, Jorge; Cortese, Rosa; Prados, Ferran; Sudre, Carole H.; Tur, Carmen; Ourselin, Sébastien; Ciccarelli, Olga (npj Digit. Medicine, 2019)

Author Correction: High-dimensional detection of imaging response to treatment in multiple sclerosis. - Kanber, Baris; Nachev, Parashkev; Barkhof, Frederik; Calvi, Alberto; Cardoso, Jorge; Cortese, Rosa; Prados, Ferran; Sudre, Carole H.; Tur, Carmen; Ourselin, Sébastien; Ciccarelli, Olga (npj Digit. Medicine, 2019)

Volumetric reconstruction from printed films: Enabling 30 year longitudinal analysis in MR neuroimaging. - Ebner, Michael; Chung, Karen K.; Prados, Ferran; Cardoso, M. Jorge; Chard, Declan T.; Vercauteren, Tom; Ourselin, Sébastien (NeuroImage, 2018)

A magnetic resonance multi-atlas for the neonatal rabbit brain. - Ferraris, Sebastiano; Merwe, Johannes L. van der; Veeken, Lennart Van Der; Prados, Ferran; Iglesias, Juan Eugenio; Melbourne, Andrew; Lorenzi, Marco; Modat, Marc; Gsell, Willy; Deprest, Jan; Vercauteren, Tom (NeuroImage, 2018)

Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks. - Gros, Charley; Leener, Benjamin De; Badji, Atef; Maranzano, Josefina; Eden, Dominique; Dupont, Sara M.; Talbott, Jason; Zhuoquiong, Ren; Liu, Yaou; Granberg, Tobias; Ouellette, Russell; Tachibana, Yasuhiko; et al. (CoRR, 2018)

Longitudinal multiple sclerosis lesion segmentation: Resource and challenge. - Carass, Aaron; Roy, Snehashis; Jog, Amod; Cuzzocreo, Jennifer L.; Sweeney, Elizabeth M.; Gherman, Adrian; Button, Julia; Nguyen, James; Prados, Ferran; Sudre, Carole H.; Cardoso, Manuel Jorge; Cawley, Niamh; et al. (NeuroImage, 2017)

Spinal cord grey matter segmentation challenge. - Prados, Ferran; Ashburner, John; Blaiotta, Claudia; Brosch, Tom; Carballido-Gamio, Julio; Cardoso, Manuel Jorge; Conrad, Benjamin N.; Datta, Esha; Dávid, Gergely; Leener, Benjamin De; Dupont, Sara M.; Freund, Patrick; et al. (NeuroImage, 2017)

A multi-time-point modality-agnostic patch-based method for lesion filling in multiple sclerosis. - Prados, Ferran; Cardoso, Manuel Jorge; Kanber, Baris; Ciccarelli, Olga; Kapoor, Raju; Wheeler-Kingshott, Claudia A. M.; Ourselin, Sébastien (NeuroImage, 2016)

Fully Automated Patch-Based Image Restoration: Application to Pathology Inpainting. - Prados, Ferran; Cardoso, M. Jorge; Cawley, Niamh; Kanber, Baris; Ciccarelli, Olga; Wheeler-Kingshott, Claudia A. M.; Ourselin, Sébastien (2016)

A Modality-Agnostic Patch-Based Technique for Lesion Filling in Multiple Sclerosis. - Prados, Ferran; Cardoso, Manual Jorge; MacManus, David G.; Wheeler-Kingshott, Claudia A. M.; Ourselin, Sébastien (2014)

Visualitzation and processing of diffusion tensor MRI. - Carrasco, Ferran Prados (2012)

Information-Theoretic Approach for Automated White Matter Fiber Tracts Reconstruction. - Prados, Ferran; Boada, Imma; Feixas, Miquel; Prats-Galino, Alberto; Blasco, Gerard; Puig, Josep; Pedraza, Salvador (Neuroinformatics, 2012)

An automatic correction tool that can learn. - Prados, Ferran; Soler, Josep; Boada, Imma; Poch, Jordi (2011)

A Formative Assessment Tool for Conceptual Database Design Using UML Class Diagram. - Soler, Josep; Boada, Imma; Prados, Ferran; Poch, Jordi; Fabregat, Ramón (Int. J. Emerg. Technol. Learn., 2010)

DTIWeb: A Web-Based Framework for DTI Data Visualization and Processing. - Prados, Ferran; Boada, Imma; Feixas, Miquel; Prats, Alberto; Blasco, Gerard; Pedraza, Salvador; Puig, Josep (2007)

An Automatic Correction Tool for Relational Algebra Queries. - Soler, Josep; Boada, Imma; Prados, Ferran; Poch, Jordi; Fabregat, Ramón (2007)

A Monte Carlo-Based Fiber Tracking Algorithm using Diffusion Tensor MRI. - Prados, Ferran; Bardera, Anton; Sbert, Mateu; Boada, Imma; Feixas, Miquel (2006)

A Web-Based Tool for Entity-Relationship Modeling. - Prados, Ferran; Boada, Imma; Soler, Josep; Poch, Jordi (2006)