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Anzahl der Publikationen: 7
Zeitschriftenartikel
Dieckmeyer, Michael; Roy, Abhijit Guha; Senapati, Jyotirmay; Wachinger, Christian; Grundl, Lioba; Döpfert, Jörg; Bertran, Pere Ferrera; Lemke, Andreas; Zimmer, Claus; Kirschke, Jan S. und Hedderich, Dennis M.
(2021):
Effect of MRI acquisition acceleration via compressed sensing and parallel imaging on brain volumetry.
In: Magnetic Resonance Materials in Physics Biology and Medicine, Bd. 34, Nr. 4: S. 487-497
Roy, Abhijit Guha; Siddiqui, Shayan; Poelsterl, Sebastian; Navab, Nassir und Wachinger, Christian
(2020):
'Squeeze & excite' guided few-shot segmentation of volumetric images.
In: Medical Image Analysis, Bd. 59, 101587
Roy, Abhijit Guha; Navab, Nassir und Wachinger, Christian
(2019):
Recalibrating Fully Convolutional Networks With Spatial and Channel "Squeeze and Excitation" Blocks.
In: IEEE Transactions on Medical Imaging, Bd. 38, Nr. 2: S. 540-549
Paschali, Magdalini; Simson, Walter; Roy, Abhijit Guha; Goebl, Rüdiger; Wachinger, Christian und Navab, Nassir
(2019):
Manifold Exploring Data Augmentation with Geometric Transformations for Increased Performance and Robustness.
In: Information Processing in Medical Imaging, Ipmi 2019, Bd. 11492: S. 517-529
Roy, Abhijit Guha; Conjeti, Sailesh; Navab, Nassir; Wachinger, Christian; Weiner, Michael W. und Aisen, Paul
(2019):
QuickNAT: A fully convolutional network for quick and accurate segmentation of neuroanatomy.
In: Neuroimage, Bd. 186: S. 713-727
Roy, Abhijit Guha; Conjeti, Sailesh; Navab, Nassir und Wachinger, Christian
(2019):
Bayesian QuickNAT: Model uncertainty in deep whole-brain segmentation for structure-wise quality control.
In: Neuroimage, Bd. 195: S. 11-22
Roy, Abhijit Guha; Conjeti, Sailesh; Karri, Sri Phani Krishna; Sheet, Debdoot; Katouzian, Amin; Wachinger, Christian und Navab, Nassir
(2017):
ReLayNet: retinal layer and fluid segmentation of macular optical coherence tomography using fully convolutional networks.
In: Biomedical Optics Express, Bd. 8, Nr. 8: S. 3627-3642