Ferran Prados

39 papers A 1B 1C 1Journal 24Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Evaluating topological and graph-theoretical approaches to extract complex multimodal brain connectivity patterns in multiple sclerosis.
Health Inf. Sci. Syst.
Toni Lozano Bagén, Eloy Martinez-Heras, Giuseppe Pontillo, Elisabeth Solana, Francesc Vivó, Maria Petracca, Alberto Calvi, Sandra Garrido-Romero, Albert Solé-Ribalta, Sara Llufriu, Ferran Prados, Jordi Casas-Roma
2025 J jnl
Multi-Domain Brain Vessel Segmentation Through Feature Disentanglement.
CoRR
Francesco Galati, Daniele Falcetta, Rosa Cortese, Ferran Prados, Ninon Burgos, Maria A. Zuluaga
2025 J jnl
Structured reporting of gliomas based on VASARI criteria to improve report content and consistency.
BMC Medical Imaging
Olivia Goodkin, Jiaming Wu, Hugh Pemberton, Ferran Prados, Sjoerd B. Vos, Stefanie C. Thust, John S. Thornton, Tarek A. Yousry, Sotirios Bisdas, Frederik Barkhof
2025 J jnl
SynSpine: an automated workflow for the generation of longitudinal spinal cord synthetic MRI data.
Frontiers Neuroinformatics
Marco Ganzetti, Paola Valsasina, Frederik Barkhof, Maria Assunta Rocca, Massimo Filippi, Ferran Prados, Licinio Craveiro
2024 J jnl
Evaluation of cervical spinal cord atrophy using a modified SIENA approach.
NeuroImage
Ludovico Luchetti, Ferran Prados, Rosa Cortese, Giordano Gentile, Massimiliano Calabrese, Marzia Mortilla, Nicola De Stefano, Marco Battaglini
2024 — conf
Federated Multi-centric Image Segmentation with Uneven Label Distribution.
MICCAI (10)
Francesco Galati, Rosa Cortese, Ferran Prados, Marco Lorenzi, Maria A. Zuluaga
2024 J jnl
Finding the limits of deep learning clinical sensitivity with fractional anisotropy (FA) microstructure maps.
Frontiers Neuroinformatics
Marta Gaviraghi, Antonio Ricciardi, Fulvia Palesi, Wallace Brownlee, Paolo Vitali, Ferran Prados, Baris Kanber, Claudia A. M. Gandini Wheeler-Kingshott
2024 — conf
Multiclass Lesion Detection Using Longitudinal MRI in Multiple Sclerosis.
CCIA
Ander Elkoroaristizabal, Francesc Vivó, Alberto Calvi, Elisabeth Solana, Elisabet Lopez-Soley, Salut Alba-Arbalat, Marcos Diaz-Hurtado, Baris Kanber, Jordi Casas-Roma, Sara Llufriu, Ferran Prados, Eloy Martínez-Heras
2024 — conf
Temporal-Invariant Segmentation of Multiple Sclerosis Lesions Using Generative Models.
CCIA
Marcos Diaz-Hurtado, Eloy Martínez-Heras, Francesc Vivó, Elisabeth Solana, Baris Kanber, Sara Llufriu, Jordi Casas-Roma, Ferran Prados
2023 A conf
A2V: A Semi-Supervised Domain Adaptation Framework for Brain Vessel Segmentation via Two-Phase Training Angiography-to-Venography Translation.
BMVC
Francesco Galati, Daniele Falcetta, Rosa Cortese, Barbara Casolla, Ferran Prados, Ninon Burgos, Maria A. Zuluaga
2023 J jnl
A2V: A Semi-Supervised Domain Adaptation Framework for Brain Vessel Segmentation via Two-Phase Training Angiography-to-Venography Translation.
CoRR
Francesco Galati, Daniele Falcetta, Rosa Cortese, Barbara Casolla, Ferran Prados, Ninon Burgos, Maria A. Zuluaga
2023 — conf
Development of an Automated CBCT Nerve and Teeth Segmentation Tool Based on Deep Learning.
CCIA
Vicent Caselles, Wenceslao Piedra, Jordi Casas, Xavier Paolo Burgos-Artizzu, Ferran Prados
2023 — conf
Longitudinal Segmentation of Multiple Sclerosis Lesions Using nnU-Net Architecture.
CCIA
Eloy Martínez-Heras, Francesc Vivó, Marcos Diaz-Hurtado, Baris Kanber, Jordi Casas-Roma, Sara Llufriu, Ferran Prados
2023 J jnl
On the role of metaheuristic optimization in bioinformatics.
Int. Trans. Oper. Res.
Laura Calvet, Sergio Benito, Angel A. Juan, Ferran Prados
2023 J jnl
Patterns of inflammation, microstructural alterations, and sodium accumulation define multiple sclerosis subtypes after 15 years from onset.
Frontiers Neuroinformatics
Antonio Ricciardi, Francesco Grussu, Baris Kanber, Ferran Prados, Marios C. Yiannakas, Bhavana S. Solanky, Frank Riemer, Xavier Golay, Wallace Brownlee, Olga Ciccarelli, Daniel C. Alexander, Claudia A. M. Gandini Wheeler-Kingshott
2022 J jnl
A generalized deep learning network for fractional anisotropy reconstruction: Application to epilepsy and multiple sclerosis.
Frontiers Neuroinformatics
Marta Gaviraghi, Antonio Ricciardi, Fulvia Palesi, Wallace Brownlee, Paolo Vitali, Ferran Prados, Baris Kanber, Claudia A. M. Gandini Wheeler-Kingshott
2022 — conf
Reducing the Learning Domain by Using Image Processing to Diagnose COVID-19 from X-Ray Image.
CCIA
Maider Abad, Jordi Casas-Roma, Ferran Prados
2022 J jnl
Vessel-CAPTCHA: An efficient learning framework for vessel annotation and segmentation.
Medical Image Anal.
Vien Ngoc Dang, Francesco Galati, Rosa Cortese, Giuseppe Di Giacomo, Viola Marconetto, Prateek Mathur, Karim Lekadir, Marco Lorenzi, Ferran Prados, Maria A. Zuluaga
2021 — conf
Image quality assessment for closed-loop computer-assisted lung ultrasound.
Image-Guided Procedures
Zachary M. C. Baum, Ester Bonmati, Lorenzo Cristoni, Andrew Walden, Ferran Prados, Baris Kanber, Dean C. Barratt, David J. Hawkes, Geoff J. M. Parker, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu
2021 J jnl
Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation.
CoRR
Vien Ngoc Dang, Giuseppe Di Giacomo, Viola Marconetto, Prateek Mathur, Rosa Cortese, Marco Lorenzi, Ferran Prados, Maria A. Zuluaga
2020 J jnl
Generalised boundary shift integral for longitudinal assessment of spinal cord atrophy.
NeuroImage
Ferran Prados, Marcello Moccia, Aubrey Johnson, Marios C. Yiannakas, Francesco Grussu, Manuel Jorge Cardoso, Olga Ciccarelli, Sébastien Ourselin, Frederik Barkhof, Claudia A. M. Wheeler-Kingshott
2020 J jnl
Image quality assessment for closed-loop computer-assisted lung ultrasound.
CoRR
Zachary M. C. Baum, Ester Bonmati, Lorenzo Cristoni, Andrew Walden, Ferran Prados, Baris Kanber, Dean C. Barratt, David J. Hawkes, Geoffrey J. M. Parker, Claudia A. M. Gandini Wheeler-Kingshott, Yipeng Hu
2019 J jnl
Author Correction: High-dimensional detection of imaging response to treatment in multiple sclerosis.
npj Digit. Medicine
Baris Kanber, Parashkev Nachev, Frederik Barkhof, Alberto Calvi, Jorge Cardoso, Rosa Cortese, Ferran Prados, Carole H. Sudre, Carmen Tur, Sébastien Ourselin, Olga Ciccarelli
2019 J jnl
High-dimensional detection of imaging response to treatment in multiple sclerosis.
npj Digit. Medicine
Baris Kanber, Parashkev Nachev, Frederik Barkhof, Alberto Calvi, Jorge Cardoso, Rosa Cortese, Ferran Prados, Carole H. Sudre, Carmen Tur, Sébastien Ourselin, Olga Ciccarelli
2018 J jnl
A magnetic resonance multi-atlas for the neonatal rabbit brain.
NeuroImage
Sebastiano Ferraris, Johannes L. van der Merwe, Lennart Van Der Veeken, Ferran Prados, Juan Eugenio Iglesias, Andrew Melbourne, Marco Lorenzi, Marc Modat, Willy Gsell, Jan Deprest, Tom Vercauteren
2018 J jnl
Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks.
CoRR
Charley Gros, Benjamin De Leener, Atef Badji, Josefina Maranzano, Dominique Eden, Sara M. Dupont, Jason Talbott, Ren Zhuoquiong, Yaou Liu, Tobias Granberg, Russell Ouellette, Yasuhiko Tachibana, Masaaki Hori, Kouhei Kamiya, Lydia Chougar, Leszek Stawiarz, Jan Hillert, Elise Bannier, Anne Kerbrat, Gilles Edan, Pierre Labauge, Virginie Callot, Jean Pelletier, Bertrand Audoin, Henitsoa Rasoanandrianina, Jean-Christophe Brisset, Paola Valsasina, Maria Assunta Rocca, Massimo Filippi, Rohit Bakshi, Shahamat Tauhid, Ferran Prados, Marios C. Yiannakas, Hugh Kearney, Olga Ciccarelli, Seth A. Smith, Constantina Andrada Treaba, Caterina Mainero, Jennifer Lefeuvre, Daniel S. Reich, Govind Nair, Vincent Auclair, Donald G. McLaren, Allan R. Martin, Michael G. Fehlings, Shahabeddin Vahdat, Ali Khatibi, Julien Doyon, Timothy M. Shepherd, Erik Charlson, Sridar Narayanan, Julien Cohen-Adad
2018 J jnl
Volumetric reconstruction from printed films: Enabling 30 year longitudinal analysis in MR neuroimaging.
NeuroImage
Michael Ebner, Karen K. Chung, Ferran Prados, M. Jorge Cardoso, Declan T. Chard, Tom Vercauteren, Sébastien Ourselin
2017 J jnl
Longitudinal multiple sclerosis lesion segmentation: Resource and challenge.
NeuroImage
Aaron Carass, Snehashis Roy, Amod Jog, Jennifer L. Cuzzocreo, Elizabeth M. Sweeney, Adrian Gherman, Julia Button, James Nguyen, Ferran Prados, Carole H. Sudre, Manuel Jorge Cardoso, Niamh Cawley, Olga Ciccarelli, Claudia A. M. Wheeler-Kingshott, Sébastien Ourselin, Laurence Catanese, Hrishikesh Deshpande, Pierre Maurel, Olivier Commowick, Christian Barillot, Xavier Tomas-Fernandez
2017 J jnl
Spinal cord grey matter segmentation challenge.
NeuroImage
Ferran Prados, John Ashburner, Claudia Blaiotta, Tom Brosch, Julio Carballido-Gamio, Manuel Jorge Cardoso, Benjamin N. Conrad, Esha Datta, Gergely Dávid, Benjamin De Leener, Sara M. Dupont, Patrick Freund, Claudia A. M. Gandini Wheeler-Kingshott, Francesco Grussu, Roland G. Henry, Bennett A. Landman, Emil Ljungberg, Bailey Lyttle, Sébastien Ourselin, Nico Papinutto, Salvatore Saporito, Regina Schlaeger, Seth A. Smith, Paul E. Summers, Roger C. Tam, Marios C. Yiannakas, Alyssa H. Zhu, Julien Cohen-Adad
2016 J jnl
A multi-time-point modality-agnostic patch-based method for lesion filling in multiple sclerosis.
NeuroImage
Ferran Prados, Manuel Jorge Cardoso, Baris Kanber, Olga Ciccarelli, Raju Kapoor, Claudia A. M. Wheeler-Kingshott, Sébastien Ourselin
2016 — conf
Fully Automated Patch-Based Image Restoration: Application to Pathology Inpainting.
BrainLes@MICCAI
Ferran Prados, M. Jorge Cardoso, Niamh Cawley, Baris Kanber, Olga Ciccarelli, Claudia A. M. Wheeler-Kingshott, Sébastien Ourselin
2014 — conf
A Modality-Agnostic Patch-Based Technique for Lesion Filling in Multiple Sclerosis.
MICCAI (2)
Ferran Prados, Manual Jorge Cardoso, David G. MacManus, Claudia A. M. Wheeler-Kingshott, Sébastien Ourselin
2012 J jnl
Information-Theoretic Approach for Automated White Matter Fiber Tracts Reconstruction.
Neuroinformatics
Ferran Prados, Imma Boada, Miquel Feixas, Alberto Prats-Galino, Gerard Blasco, Josep Puig, Salvador Pedraza
2011 C conf
An automatic correction tool that can learn.
FIE
Ferran Prados, Josep Soler, Imma Boada, Jordi Poch
2010 J jnl
A Formative Assessment Tool for Conceptual Database Design Using UML Class Diagram.
Int. J. Emerg. Technol. Learn.
Josep Soler, Imma Boada, Ferran Prados, Jordi Poch, Ramón Fabregat
2007 — conf
An Automatic Correction Tool for Relational Algebra Queries.
ICCSA (2)
Josep Soler, Imma Boada, Ferran Prados, Jordi Poch, Ramón Fabregat
2007 — conf
DTIWeb: A Web-Based Framework for DTI Data Visualization and Processing.
ICCSA (2)
Ferran Prados, Imma Boada, Miquel Feixas, Alberto Prats, Gerard Blasco, Salvador Pedraza, Josep Puig
2006 B conf
A Monte Carlo-Based Fiber Tracking Algorithm using Diffusion Tensor MRI.
CBMS
Ferran Prados, Anton Bardera, Mateu Sbert, Imma Boada, Miquel Feixas
2006 — conf
A Web-Based Tool for Entity-Relationship Modeling.
ICCSA (1)
Ferran Prados, Imma Boada, Josep Soler, Jordi Poch