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

por Yoo, Youngjin, Ceccaldi, Pascal, Liu, Siqi, Re, Thomas J., Cao, Yue, Balter, James M., Gibson, Eli
Publicado no J Med Imaging (Bellingham) (2021)

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

por 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.
Publicado no Sci Rep (2021)

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

por 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
Publicado no Neuroimage Clin (2020)