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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
4022017
Brightness preserving dynamic fuzzy histogram equalization
D Sheet, H Garud, A Suveer, M Mahadevappa, J Chatterjee
IEEE Transactions on Consumer Electronics 56 (4), 2475-2480, 2010
3802010
CHAOS challenge-combined (CT-MR) healthy abdominal organ segmentation
AE Kavur, NS Gezer, M Barış, S Aslan, PH Conze, V Groza, DD Pham, ...
Medical Image Analysis 69, 101950, 2021
1582021
Ensemble of deep convolutional neural networks for learning to detect retinal vessels in fundus images
D Maji, A Santara, P Mitra, D Sheet
arXiv preprint arXiv:1603.04833, 2016
1382016
Idrid: Diabetic retinopathy–segmentation and grading challenge
P Porwal, S Pachade, M Kokare, G Deshmukh, J Son, W Bae, L Liu, ...
Medical image analysis 59, 101561, 2020
1262020
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
822017
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
732016
Deep neural network and random forest hybrid architecture for learning to detect retinal vessels in fundus images
D Maji, A Santara, S Ghosh, D Sheet, P Mitra
2015 37th annual international conference of the IEEE Engineering in …, 2015
702015
International Conference on Medical Image Computing and Computer-Assisted Intervention
AG Roy, S Conjeti, D Sheet, A Katouzian, N Navab, C Wachinger
2Springer, 2017
662017
Simulating Patho-realistic Ultrasound Images using Deep Generative Networks with Adversarial Learning
F Tom, D Sheet
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
602018
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
532018
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
392017
Lumen segmentation in intravascular optical coherence tomography using backscattering tracked and initialized random walks
AG Roy, S Conjeti, SG Carlier, PK Dutta, A Kastrati, AF Laine, N Navab, ...
IEEE journal of biomedical and health informatics 20 (2), 606-614, 2015
392015
Evaluation of commonly used algorithms for thyroid ultrasound images segmentation and improvement using machine learning approaches
P Poudel, A Illanes, D Sheet, M Friebe
Journal of healthcare engineering 2018, 2018
362018
Characterization and scanning electron microscopic investigation of crosslinked freeze dried gelatin matrices for study of drug diffusivity and release kinetics
G Thakur, A Mitra, A Basak, D Sheet
Micron 43 (2-3), 311-320, 2012
342012
Learning latent temporal connectionism of deep residual visual abstractions for identifying surgical tools in laparoscopy procedures
K Mishra, R Sathish, D Sheet
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
302017
Iterative self-organizing atherosclerotic tissue labeling in intravascular ultrasound images and comparison with virtual histology
A Katouzian, A Karamalis, D Sheet, E Konofagou, B Baseri, SG Carlier, ...
IEEE transactions on biomedical engineering 59 (11), 3039-3049, 2012
292012
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
252016
High-magnification multi-views based classification of breast fine needle aspiration cytology cell samples using fusion of decisions from deep convolutional networks
H Garud, SPK Karri, D Sheet, J Chatterjee, M Mahadevappa, AK Ray, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2017
232017
SUMNet: Fully Convolutional Model for Fast Segmentation of Anatomical Structures in Ultrasound Volumes
S Nandamuri, D China, P Mitra, D Sheet
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 2019
222019
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