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09/12/2022
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration
The prowess that makes few-shot learning desirable in medical image anal...
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01/17/2022
Few-shot image segmentation for cross-institution male pelvic organs using registration-assisted prototypical learning
The ability to adapt medical image segmentation networks for a novel cla...
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11/30/2021
Fully Automatic Deep Learning Framework for Pancreatic Ductal Adenocarcinoma Detection on Computed Tomography
Early detection improves prognosis in pancreatic ductal adenocarcinoma (...
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06/15/2021
Cine-MRI detection of abdominal adhesions with spatio-temporal deep learning
Adhesions are an important cause of chronic pain following abdominal sur...
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01/08/2021
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...
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10/31/2020
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...
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07/03/2019
Supervised Uncertainty Quantification for Segmentation with Multiple Annotations
The accurate estimation of predictive uncertainty carries importance in ...
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06/19/2018
Automatic segmentation of prostate zones
Convolutional networks have become state-of-the-art techniques for autom...
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06/09/2018