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05/05/2021
Joint Registration and Segmentation via Multi-Task Learning for Adaptive Radiotherapy of Prostate Cancer
Medical image registration and segmentation are two of the most frequent...
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12/06/2020
Esophageal Tumor Segmentation in CT Images using a 3D Convolutional Neural Network
Manual or automatic delineation of the esophageal tumor in CT images is ...
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04/17/2020
A Cross-Stitch Architecture for Joint Registration and Segmentation in Adaptive Radiotherapy
Recently, joint registration and segmentation has been formulated in a d...
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04/15/2020
An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction: Application to the 2019 fastMRI Challenge
Adaptive intelligence aims at empowering machine learning techniques wit...
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02/17/2020
Patient-Specific Finetuning of Deep Learning Models for Adaptive Radiotherapy in Prostate CT
Contouring of the target volume and Organs-At-Risk (OARs) is a crucial s...
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08/24/2019
Fast Dynamic Perfusion and Angiography Reconstruction using an end-to-end 3D Convolutional Neural Network
Hadamard time-encoded pseudo-continuous arterial spin labeling (te-pCASL...
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06/28/2019
