Abhijit Guha Roy
Orcid: 0000-0001-7221-468X
According to our database1,
Abhijit Guha Roy
authored at least 43 papers
between 2015 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
CoRR, 2024
2023
CoRR, 2023
CoRR, 2023
2022
Does your dermatology classifier know what it doesn't know? Detecting the long-tail of unseen conditions.
Medical Image Anal., 2022
2021
2020
Medical Image Anal., 2020
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
2019
Recalibrating Fully Convolutional Networks With Spatial and Channel "Squeeze and Excitation" Blocks.
IEEE Trans. Medical Imaging, 2019
QuickNAT: A fully convolutional network for quick and accurate segmentation of neuroanatomy.
NeuroImage, 2019
Bayesian QuickNAT: Model uncertainty in deep whole-brain segmentation for structure-wise quality control.
NeuroImage, 2019
CoRR, 2019
Data Augmentation with Manifold Exploring Geometric Transformations for Increased Performance and Robustness.
CoRR, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
An AutoML Approach for the Prediction of Fluid Intelligence from MRI-Derived Features.
Proceedings of the Adolescent Brain Cognitive Development Neurocognitive Prediction, 2019
Proceedings of the Adolescent Brain Cognitive Development Neurocognitive Prediction, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Manifold Exploring Data Augmentation with Geometric Transformations for Increased Performance and Robustness.
Proceedings of the Information Processing in Medical Imaging, 2019
2018
Recalibrating Fully Convolutional Networks with Spatial and Channel 'Squeeze & Excitation' Blocks.
CoRR, 2018
SynNet: Structure-Preserving Fully Convolutional Networks for Medical Image Synthesis.
CoRR, 2018
Concurrent Spatial and Channel 'Squeeze & Excitation' in Fully Convolutional Networks.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Learning Optimal Deep Projection of <sup>18</sup>F-FDG PET Imaging for Early Differential Diagnosis of Parkinsonian Syndromes.
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Multiple instance learning of deep convolutional neural networks for breast histopathology whole slide classification.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Abstract: Fast MRI Whole Brain Segmentation with Fully Convolutional Neural Networks.
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018
Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018
2017
ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network.
CoRR, 2017
Error Corrective Boosting for Learning Fully Convolutional Networks with Limited Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Classifying histopathology whole-slides using fusion of decisions from deep convolutional network on a collection of random multi-views at multi-magnification.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
2016
Lumen Segmentation in Intravascular Optical Coherence Tomography Using Backscattering Tracked and Initialized Random Walks.
IEEE J. Biomed. Health Informatics, 2016
Supervised domain adaptation of decision forests: Transfer of models trained in vitro for in vivo intravascular ultrasound tissue characterization.
Medical Image Anal., 2016
Multiscale distribution preserving autoencoders for plaque detection in intravascular optical coherence tomography.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Deep neural ensemble for retinal vessel segmentation in fundus images towards achieving label-free angiography.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Bag of forests for modelling of tissue energy interaction in optical coherence tomography for atherosclerotic plaque susceptibility assessment.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015