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

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

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

von 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.
Veröffentlicht in Sci Rep (2021)

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

von 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
Veröffentlicht in Neuroimage Clin (2020)