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End-to-end Prostate Cancer Detection in bpMRI via 3D CNNs: Effect of Attention Mechanisms, Clinical Priori and Decoupled False Positive Reduction
We present a novel multi-stage 3D computer-aided detection and diagnosis...
01/08/2021 ∙ by Anindo Saha, et al. ∙
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Encoding Clinical Priori in 3D Convolutional Neural Networks for Prostate Cancer Detection in bpMRI
We hypothesize that anatomical priors can be viable mediums to infuse do...
10/31/2020 ∙ by Anindo Saha, et al. ∙
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Supervised Uncertainty Quantification for Segmentation with Multiple Annotations
The accurate estimation of predictive uncertainty carries importance in ...
07/03/2019 ∙ by Shi Hu, et al. ∙
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Automatic segmentation of prostate zones
Convolutional networks have become state-of-the-art techniques for autom...
06/19/2018 ∙ by Germonda Mooij, et al. ∙
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Autoencoders for Multi-Label Prostate MR Segmentation
Organ image segmentation can be improved by implementing prior knowledge...
06/09/2018 ∙ by Ard de Gelder, et al. ∙
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