Abhijit Guha Roy
Abhijit Guha Roy
Google Health
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
ReLayNet: retinal layer and fluid segmentation of macular optical coherence tomography using fully convolutional networks
AG Roy, S Conjeti, SPK Karri, D Sheet, A Katouzian, C Wachinger, ...
Biomedical optics express 8 (8), 3627-3642, 2017
2762017
Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks
AG Roy, N Navab, C Wachinger
International Conference on Medical Image Computing and Computer-Assisted …, 2018
2252018
QuickNAT: A fully convolutional network for quick and accurate segmentation of neuroanatomy
AG Roy, S Conjeti, N Navab, C Wachinger, ADN Initiative
NeuroImage 186, 713-727, 2019
108*2019
Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' Blocks
AG Roy, N Navab, C Wachinger
IEEE Transactions on Medical Imaging, 2018
812018
Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data
AG Roy, S Conjeti, D Sheet, A Katouzian, N Navab, C Wachinger
International Conference on Medical Image Computing and Computer-Assisted …, 2017
71*2017
Deep neural ensemble for retinal vessel segmentation in fundus images towards achieving label-free angiography
A Lahiri, AG Roy, D Sheet, PK Biswas
2016 38th annual international conference of the IEEE engineering in …, 2016
542016
Braintorrent: A peer-to-peer environment for decentralized federated learning
AG Roy, S Siddiqui, S Pölsterl, N Navab, C Wachinger
arXiv preprint arXiv:1905.06731, 2019
362019
Inherent Brain Segmentation Quality Control from Fully ConvNet Monte Carlo Sampling
AG Roy, S Conjeti, N Navab, C Wachinger
International Conference on Medical Image Computing and Computer-Assisted …, 2018
362018
'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images
AG Roy, S Siddiqui, S Pölsterl, N Navab, C Wachinger
Medical Image Analysis 59, 1-12, 2019
342019
Bayesian quicknat: model uncertainty in deep whole-brain segmentation for structure-wise quality control
AG Roy, S Conjeti, N Navab, C Wachinger, ...
NeuroImage 195, 11-22, 2019
332019
Lumen Segmentation in Intravascular Optical Coherence Tomography using Backscattering Tracked and Initialized Random Walks
A Guha Roy, S Conjeti, S Carlier, P Dutta, A Kastrati, A Laine, N Navab, ...
Journal of Biomedical and Health Informatics, 2015
292015
Multiple instance learning of deep convolutional neural networks for breast histopathology whole slide classification
K Das, S Conjeti, AG Roy, J Chatterjee, D Sheet
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
252018
Classifying histopathology whole-slides using fusion of decisions from deep convolutional network on a collection of random multi-views at multi-magnification
K Das, SPK Karri, AG Roy, J Chatterjee, D Sheet
2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017
252017
Supervised domain adaptation of decision forests: Transfer of models trained in vitro for in vivo intravascular ultrasound tissue characterization
S Conjeti, A Katouzian, AG Roy, L Peter, D Sheet, S Carlier, A Laine, ...
Medical image analysis 32, 1-17, 2016
192016
Hashing with residual networks for image retrieval
S Conjeti, AG Roy, A Katouzian, N Navab
International Conference on Medical Image Computing and Computer-Assisted …, 2017
18*2017
Contrastive training for improved out-of-distribution detection
J Winkens, R Bunel, AG Roy, R Stanforth, V Natarajan, JR Ledsam, ...
arXiv preprint arXiv:2007.05566, 2020
162020
DASA: Domain adaptation in stacked autoencoders using systematic dropout
AG Roy, D Sheet
2015 3rd IAPR Asian Conference on Pattern Recognition (ACPR), 735-739, 2015
132015
'Project & Excite' Modules for Segmentation of Volumetric Medical Scans
AM Rickmann, AG Roy, I Sarasua, N Navab, C Wachinger
International Conference on Medical Image Computing and Computer-Assisted …, 2019
122019
Manifold exploring data augmentation with geometric transformations for increased performance and robustness
M Paschali, W Simson, AG Roy, R Göbl, C Wachinger, N Navab
International Conference on Information Processing in Medical Imaging, 517-529, 2019
11*2019
InfiNet: fully convolutional networks for infant brain MRI segmentation
S Kumar, S Conjeti, AG Roy, C Wachinger, N Navab
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
102018
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Articles 1–20