Evaluating deep learning methods in detecting and segmenting different sizes of brain metastases on 3D post-contrast T1-weighted images

par Yoo, Youngjin, Ceccaldi, Pascal, Liu, Siqi, Re, Thomas J., Cao, Yue, Balter, James M., Gibson, Eli
Publié dans J Med Imaging (Bellingham) (2021)

Automated detection of critical findings in multi-parametric brain MRI using a system of 3D neural networks

par Nael, Kambiz, Gibson, Eli, Yang, Chen, Ceccaldi, Pascal, Yoo, Youngjin, Das, Jyotipriya, Doshi, Amish, Georgescu, Bogdan, Janardhanan, Nirmal, Odry, Benjamin, Nadar, Mariappan, Bush, Michael, Re, Thomas J., Huwer, Stefan, Josan, Sonal, von Busch, Heinrich, Meyer, Heiko, Mendelson, David, Drayer, Burton P., Comaniciu, Dorin, Fayad, Zahi A.
Publié dans Sci Rep (2021)

GAMER MRI: Gated-attention mechanism ranking of multi-contrast MRI in brain pathology

par Lu, Po-Jui, Yoo, Youngjin, Rahmanzadeh, Reza, Galbusera, Riccardo, Weigel, Matthias, Ceccaldi, Pascal, Nguyen, Thanh D., Spincemaille, Pascal, Wang, Yi, Daducci, Alessandro, La Rosa, Francesco, Bach Cuadra, Meritxell, Sandkühler, Robin, Nael, Kambiz, Doshi, Amish, Fayad, Zahi A., Kuhle, Jens, Kappos, Ludwig, Odry, Benjamin, Cattin, Philippe, Gibson, Eli, Granziera, Cristina
Publié dans Neuroimage Clin (2020)