Abhijit Guha Roy
Abhijit Guha Roy
Google Health
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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
2892017
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
2612018
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
117*2019
Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' Blocks
AG Roy, N Navab, C Wachinger
IEEE Transactions on Medical Imaging, 2018
992018
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
73*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
572016
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
482019
'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
432019
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
412018
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
352019
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
342020
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
322015
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
312018
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
282017
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
232016
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
19*2017
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
152015
'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
132019
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
13*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
122018
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Artikelen 1–20