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09/05/2022
Domain Generalization for Prostate Segmentation in Transrectal Ultrasound Images: A Multi-center Study
Prostate biopsy and image-guided treatment procedures are often performe...
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12/08/2021
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning
To date few studies have comprehensively compared medical image registra...
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08/21/2019
Automated Multi-sequence Cardiac MRI Segmentation Using Supervised Domain Adaptation
Left ventricle segmentation and morphological assessment are essential f...
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05/19/2019
A 2D dilated residual U-Net for multi-organ segmentation in thoracic CT
Automatic segmentation of organs-at-risk (OAR) in computed tomography (C...
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03/20/2019
Dilated deeply supervised networks for hippocampus segmentation in MRI
Tissue loss in the hippocampi has been heavily correlated with the progr...
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08/05/2018
A Multi-task Framework for Skin Lesion Detection and Segmentation
Early detection and segmentation of skin lesions is crucial for timely d...
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08/05/2018
Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI
Segmentation of the left atrial chamber and assessing its morphology, ar...
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06/25/2018
SkinNet: A Deep Learning Framework for Skin Lesion Segmentation
There has been a steady increase in the incidence of skin cancer worldwi...
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02/26/2018
Classification of breast cancer histology images using transfer learning
Breast cancer is one of the leading causes of mortality in women. Early ...
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02/23/2018
Comparative Analysis of Unsupervised Algorithms for Breast MRI Lesion Segmentation
Accurate segmentation of breast lesions is a crucial step in evaluating ...
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01/29/2018
Hyper-Hue and EMAP on Hyperspectral Images for Supervised Layer Decomposition of Old Master Drawings
Old master drawings were mostly created step by step in several layers u...
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12/14/2017