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05/11/2021
Development of a Multi-Task Learning V-Net for Pulmonary Lobar Segmentation on Computed Tomography and Application to Diseased Lungs
Automated lobar segmentation allows regional evaluation of lung disease ...
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06/10/2020
Fully-automated deep learning slice-based muscle estimation from CT images for sarcopenia assessment
Objective: To demonstrate the effectiveness of using a deep learning-bas...
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11/22/2018
Automatic L3 slice detection in 3D CT images using fully-convolutional networks
The analysis of single CT slices extracted at the third lumbar vertebra ...
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07/30/2018
Small Organ Segmentation in Whole-body MRI using a Two-stage FCN and Weighting Schemes
Accurate and robust segmentation of small organs in whole-body MRI is di...
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06/01/2018