Improving the detection of autism spectrum disorder by combining structural and functional MRI information

por Rakić, Mladen, Cabezas, Mariano, Kushibar, Kaisar, Oliver, Arnau, Lladó, Xavier
Publicado 2020

Editorial: AI processing of UAV acquired images for pattern monitoring in natural and urban environments

por Diez Donoso, Yago, Gracias, Nuno, Cabezas , Mariano, Juergens , Carsten, Lopez Caceres , Maximo Larry
Publicado 2022

Supervised Domain Adaptation for Automatic Sub-cortical Brain Structure Segmentation with Minimal User Interaction

por Kushibar, Kaisar, Valverde, Sergi, González-Villà, Sandra, Bernal, Jose, Cabezas, Mariano, Oliver, Arnau, Lladó, Xavier
Publicado 2019

Learning from pseudo-labels: deep networks improve consistency in longitudinal brain volume estimation

por Zhan, Geng, Wang, Dongang, Cabezas, Mariano, Bai, Lei, Kyle, Kain, Ouyang, Wanli, Barnett, Michael, Wang, Chenyu
Publicado 2023

A supervised framework with intensity subtraction and deformation field features for the detection of new T2-w lesions in multiple sclerosis

por Salem, Mostafa, Cabezas, Mariano, Valverde, Sergi, Pareto, Deborah, Oliver, Arnau, Salvi, Joaquim, Rovira, Àlex, Lladó, Xavier
Publicado 2017

A fully convolutional neural network for new T2-w lesion detection in multiple sclerosis

por Salem, Mostafa, Valverde, Sergi, Cabezas, Mariano, Pareto, Deborah, Oliver, Arnau, Salvi, Joaquim, Rovira, Àlex, Lladó, Xavier
Publicado 2019

Analysis of UAV-Acquired Wetland Orthomosaics Using GIS, Computer Vision, Computational Topology and Deep Learning

por Kentsch, Sarah, Cabezas, Mariano, Tomhave, Luca, Groß, Jens, Burkhard, Benjamin, Lopez Caceres, Maximo Larry, Waki, Katsushi, Diez, Yago
Publicado 2021

High angular diffusion tensor imaging estimation from minimal evenly distributed diffusion gradient directions

por Tang, Zihao, Chen, Sheng, D’Souza, Arkiev, Liu, Dongnan, Calamante, Fernando, Barnett, Michael, Cai, Weidong, Wang, Chenyu, Cabezas, Mariano
Publicado 2023

Deep learning distinguishes connectomes from focal epilepsy patients and controls: feasibility and clinical implications

por Maher, Christina, Tang, Zihao, D’Souza, Arkiev, Cabezas, Mariano, Cai, Weidong, Barnett, Michael, Kavehei, Omid, Wang, Chenyu, Nikpour, Armin
Publicado 2023

Evaluating the effect of multiple sclerosis lesions on automatic brain structure segmentation

por González-Villà, Sandra, Valverde, Sergi, Cabezas, Mariano, Pareto, Deborah, Vilanova, Joan C., Ramió-Torrentà, Lluís, Rovira, Àlex, Oliver, Arnau, Lladó, Xavier
Publicado 2017

One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks

por Valverde, Sergi, Salem, Mostafa, Cabezas, Mariano, Pareto, Deborah, Vilanova, Joan C., Ramió-Torrentà, Lluís, Rovira, Àlex, Salvi, Joaquim, Oliver, Arnau, Lladó, Xavier
Publicado 2018

Multiple sclerosis lesion segmentation: revisiting weighting mechanisms for federated learning

por Liu, Dongnan, Cabezas, Mariano, Wang, Dongang, Tang, Zihao, Bai, Lei, Zhan, Geng, Luo, Yuling, Kyle, Kain, Ly, Linda, Yu, James, Shieh, Chun-Chien, Nguyen, Aria, Kandasamy Karuppiah, Ettikan, Sullivan, Ryan, Calamante, Fernando, Barnett, Michael, Ouyang, Wanli, Cai, Weidong, Wang, Chenyu
Publicado 2023

A real-world clinical validation for AI-based MRI monitoring in multiple sclerosis

por Barnett, Michael, Wang, Dongang, Beadnall, Heidi, Bischof, Antje, Brunacci, David, Butzkueven, Helmut, Brown, J. William L., Cabezas, Mariano, Das, Tilak, Dugal, Tej, Guilfoyle, Daniel, Klistorner, Alexander, Krieger, Stephen, Kyle, Kain, Ly, Linda, Masters, Lynette, Shieh, Andy, Tang, Zihao, van der Walt, Anneke, Ward, Kayla, Wiendl, Heinz, Zhan, Geng, Zivadinov, Robert, Barnett, Yael, Wang, Chenyu
Publicado 2023

Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure

por Commowick, Olivier, Istace, Audrey, Kain, Michaël, Laurent, Baptiste, Leray, Florent, Simon, Mathieu, Pop, Sorina Camarasu, Girard, Pascal, Améli, Roxana, Ferré, Jean-Christophe, Kerbrat, Anne, Tourdias, Thomas, Cervenansky, Frédéric, Glatard, Tristan, Beaumont, Jérémy, Doyle, Senan, Forbes, Florence, Knight, Jesse, Khademi, April, Mahbod, Amirreza, Wang, Chunliang, McKinley, Richard, Wagner, Franca, Muschelli, John, Sweeney, Elizabeth, Roura, Eloy, Lladó, Xavier, Santos, Michel M., Santos, Wellington P., Silva-Filho, Abel G., Tomas-Fernandez, Xavier, Urien, Hélène, Bloch, Isabelle, Valverde, Sergi, Cabezas, Mariano, Vera-Olmos, Francisco Javier, Malpica, Norberto, Guttmann, Charles, Vukusic, Sandra, Edan, Gilles, Dojat, Michel, Styner, Martin, Warfield, Simon K., Cotton, François, Barillot, Christian
Publicado 2018

Validation of deep learning techniques for quality augmentation in diffusion MRI for clinical studies

por Aja-Fernández, Santiago, Martín-Martín, Carmen, Planchuelo-Gómez, Álvaro, Faiyaz, Abrar, Uddin, Md Nasir, Schifitto, Giovanni, Tiwari, Abhishek, Shigwan, Saurabh J., Kumar Singh, Rajeev, Zheng, Tianshu, Cao, Zuozhen, Wu, Dan, Blumberg, Stefano B., Sen, Snigdha, Goodwin-Allcock, Tobias, Slator, Paddy J., Yigit Avci, Mehmet, Li, Zihan, Bilgic, Berkin, Tian, Qiyuan, Wang, Xinyi, Tang, Zihao, Cabezas, Mariano, Rauland, Amelie, Merhof, Dorit, Manzano Maria, Renata, Campos, Vinícius Paraníba, Santini, Tales, da Costa Vieira, Marcelo Andrade, HashemizadehKolowri, SeyyedKazem, DiBella, Edward, Peng, Chenxu, Shen, Zhimin, Chen, Zan, Ullah, Irfan, Mani, Merry, Abdolmotalleby, Hesam, Eckstrom, Samuel, Baete, Steven H., Filipiak, Patryk, Dong, Tanxin, Fan, Qiuyun, de Luis-García, Rodrigo, Tristán-Vega, Antonio, Pieciak, Tomasz
Publicado 2023