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08/21/2023
Test-time augmentation-based active learning and self-training for label-efficient segmentation
Deep learning techniques depend on large datasets whose annotation is ti...
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07/31/2023
Simultaneous column-based deep learning progression analysis of atrophy associated with AMD in longitudinal OCT studies
Purpose: Disease progression of retinal atrophy associated with AMD requ...
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09/25/2022
Contour Dice loss for structures with Fuzzy and Complex Boundaries in Fetal MRI
Volumetric measurements of fetal structures in MRI are time consuming an...
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09/25/2022
Partial annotations for the segmentation of large structures with low annotation cost
Deep learning methods have been shown to be effective for the automatic ...
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09/08/2022
Automatic fetal fat quantification from MRI
Normal fetal adipose tissue (AT) development is essential for perinatal ...
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06/15/2021
Automatic linear measurements of the fetal brain on MRI with deep neural networks
Timely, accurate and reliable assessment of fetal brain development is e...
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08/14/2019
Automatic detection and diagnosis of sacroiliitis in CT scans as incidental findings
Early diagnosis of sacroiliitis may lead to preventive treatment which c...
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01/13/2019