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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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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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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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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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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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Adversarial optimization for joint registration and segmentation in prostate CT radiotherapy
Joint image registration and segmentation has long been an active area o...
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Mohamed S. Elmahdy
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