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Abhijit Guha Roy
Abhijit Guha Roy
Google Research
google.com üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
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
11622018
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
6672017
Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' Blocks
AG Roy, N Navab, C Wachinger
IEEE Transactions on Medical Imaging, 2018
5032018
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
4102019
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
299*2019
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
2732020
A simple fix to mahalanobis distance for improving near-ood detection
J Ren, S Fort, J Liu, AG Roy, S Padhy, B Lakshminarayanan
arXiv preprint arXiv:2106.09022, 2021
2272021
'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
2092019
Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging
S Azizi, L Culp, J Freyberg, B Mustafa, S Baur, S Kornblith, T Chen, ...
Nature Biomedical Engineering 7 (6), 756-779, 2023
1642023
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
1602019
Does your dermatology classifier know what it doesn’t know? detecting the long-tail of unseen conditions
AG Roy, J Ren, S Azizi, A Loh, V Natarajan, B Mustafa, N Pawlowski, ...
Medical Image Analysis 75, 102274, 2022
1252022
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
111*2017
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
1072018
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
1062018
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
1002016
Robust and efficient medical imaging with self-supervision
S Azizi, L Culp, J Freyberg, B Mustafa, S Baur, S Kornblith, T Chen, ...
arXiv preprint arXiv:2205.09723, 2022
792022
Generative models improve fairness of medical classifiers under distribution shifts
I Ktena, O Wiles, I Albuquerque, SA Rebuffi, R Tanno, AG Roy, S Azizi, ...
Nature Medicine, 1-8, 2024
642024
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
642017
Manifold exploring data augmentation with geometric transformations for increased performance and robustness
M Paschali, W Simson, AG Roy, R Göbl, C Wachinger, N Navab
Information Processing in Medical Imaging: 26th International Conference …, 2019
512019
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
472015
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