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02/23/2022
Weakly-supervised learning for image-based classification of primary melanomas into genomic immune subgroups
Determining early-stage prognostic markers and stratifying patients for ...
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08/27/2019
Nuclear Instance Segmentation using a Proposal-Free Spatially Aware Deep Learning Framework
Nuclear segmentation in histology images is a challenging task due to si...
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01/10/2019
High Throughput Computation of Reference Ranges of Biventricular Cardiac Function on the UK Biobank Population Cohort
The exploitation of large-scale population data has the potential to imp...
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11/06/2018
Automatic Assessment of Full Left Ventricular Coverage in Cardiac Cine Magnetic Resonance Imaging with Fisher-Discriminative 3D CNN
Cardiac magnetic resonance (CMR) images play a growing role in the diagn...
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09/23/2018
Leveraging Transfer Learning for Segmenting Lesions and their Attributes in Dermoscopy Images
Computer-aided diagnosis systems for classification of different type of...
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08/22/2018
Nuclei Detection Using Mixture Density Networks
Nuclei detection is an important task in the histology domain as it is a...
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02/28/2017