scholarly journals Generalizing deep whole-brain segmentation for post-contrast MRI with transfer learning

2020 ◽  
Vol 7 (06) ◽  
Author(s):  
Camilo Bermudez ◽  
Samuel W. Remedios ◽  
Karthik Ramadass ◽  
Maureen McHugo ◽  
Stephan Heckers ◽  
...  
Keyword(s):  
Transfer Learning ◽  
Brain Segmentation ◽  
Post Contrast ◽  
Whole Brain

scholarly journals Generalizing deep whole brain segmentation for pediatric and post-contrast MRI with augmented transfer learning

2020 ◽  
Author(s):  
Camilo Bermudez ◽  
Justin Blaber ◽  
Samuel W. Remedios ◽  
Jess E. Reynolds ◽  
Catherine Lebel ◽  
...  
Keyword(s):  
Transfer Learning ◽  
Brain Segmentation ◽  
Post Contrast ◽  
Whole Brain

Patch-based 3D U-Net and transfer learning for longitudinal piglet brain segmentation on MRI

2021 ◽  
pp. 106563
Author(s):  
P. Coupeau ◽  
J.-B. Fasquel ◽  
E. Mazerand ◽  
P. Menei ◽  
C.N. Montero-Menei ◽  
...  
Keyword(s):  
Transfer Learning ◽  
Brain Segmentation

scholarly journals PSACNN: Pulse sequence adaptive fast whole brain segmentation

NeuroImage ◽  
2019 ◽  
Vol 199 ◽  
pp. 553-569 ◽  
Author(s):  
Amod Jog ◽  
Andrew Hoopes ◽  
Douglas N. Greve ◽  
Koen Van Leemput ◽  
Bruce Fischl
Keyword(s):  
Pulse Sequence ◽  
Brain Segmentation ◽  
Whole Brain

scholarly journals Bayesian QuickNAT: Model uncertainty in deep whole-brain segmentation for structure-wise quality control

NeuroImage ◽  
2019 ◽  
Vol 195 ◽  
pp. 11-22 ◽  
Author(s):  
Abhijit Guha Roy ◽  
Sailesh Conjeti ◽  
Nassir Navab ◽  
Christian Wachinger
Keyword(s):  
Quality Control ◽  
Model Uncertainty ◽  
Brain Segmentation ◽  
Whole Brain

scholarly journals Robust whole-brain segmentation: Application to traumatic brain injury

2015 ◽  
Vol 21 (1) ◽  
pp. 40-58 ◽  
Author(s):  
Christian Ledig ◽  
Rolf A. Heckemann ◽  
Alexander Hammers ◽  
Juan Carlos Lopez ◽  
Virginia F.J. Newcombe ◽  
...  
Keyword(s):  
Traumatic Brain Injury ◽  
Brain Injury ◽  
Brain Segmentation ◽  
Whole Brain

Consistent and robust 4D whole-brain segmentation: Application to traumatic brain injury

2014 ◽  
Author(s):  
Christian Ledig ◽  
Wenzhe Shi ◽  
Antonious Makropoulos ◽  
Juha Koikkalainen ◽  
Rolf A. Heckemann ◽  
...  
Keyword(s):  
Traumatic Brain Injury ◽  
Brain Injury ◽  
Brain Segmentation ◽  
Whole Brain
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