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Robust and Efficient Medical Imaging with Self-Supervision.

, , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , и . CoRR, (2022)

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Abhijit Basu

Abhijit Majumdar

Elmar Guha

Gaurisankar Guha

Abhijit Bose

 

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Bayesian QuickNAT: Model Uncertainty in Deep Whole-Brain Segmentation for Structure-wise Quality Control., , , и . CoRR, (2018)'Project & Excite' Modules for Segmentation of Volumetric Medical Scans., , , , и . MICCAI (2), том 11765 из Lecture Notes in Computer Science, стр. 39-47. Springer, (2019)Manifold Exploring Data Augmentation with Geometric Transformations for Increased Performance and Robustness., , , , , и . IPMI, том 11492 из Lecture Notes in Computer Science, стр. 517-529. Springer, (2019)Robust and Efficient Medical Imaging with Self-Supervision., , , , , , , , , и 24 other автор(ы). CoRR, (2022)Classifying histopathology whole-slides using fusion of decisions from deep convolutional network on a collection of random multi-views at multi-magnification., , , , и . ISBI, стр. 1024-1027. IEEE, (2017)Deep neural ensemble for retinal vessel segmentation in fundus images towards achieving label-free angiography., , , и . EMBC, стр. 1340-1343. IEEE, (2016)Prediction of Fluid Intelligence from T1-Weighted Magnetic Resonance Images., , , , и . ABCD-NP@MICCAI, том 11791 из Lecture Notes in Computer Science, стр. 35-46. Springer, (2019)An AutoML Approach for the Prediction of Fluid Intelligence from MRI-Derived Features., , , , и . ABCD-NP@MICCAI, том 11791 из Lecture Notes in Computer Science, стр. 99-107. Springer, (2019)Importance Driven Continual Learning for Segmentation Across Domains., , , и . MLMI@MICCAI, том 12436 из Lecture Notes in Computer Science, стр. 423-433. Springer, (2020)'Squeeze & excite' guided few-shot segmentation of volumetric images., , , , и . Medical Image Anal., (2020)