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- Journal Article
- A1
- open access
Data-efficient sensor upgrade path using knowledge distillation
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- Journal Article
- A1
- open access
Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks
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Quantifying uncertainty of deep neural networks in skin lesion classification
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Assessing uncertainty for computer assisted skin lesion diagnosis
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Convolutional neural network pruning to accelerate membrane segmentation in electron microscopy
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- Journal Article
- A1
- open access
Accurate detection of dysmorphic nuclei using dynamic programming and supervised classification
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- Conference Paper
- P1
- open access
Bayesian deconvolution of scanning electron microscopy images using point-spread function estimation and non-local regularization
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- Conference Paper
- P1
- open access
Decreasing time consumption of microscopy image segmentation through parallel processing on the GPU
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- Conference Paper
- C3
- open access
Automated Membrane Detection in Electron Microscopy using Convolutional Neural Networks
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- Conference Paper
- C3
- open access
Semi-automated segmentation in 3D electron microscopy imaging