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Integrating neural networks as diagnosis support in dermatology
(2024) -
Dermatologist versus artificial intelligence confidence in dermoscopy diagnosis : complementary information that may affect decision-making
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The value of measuring uncertainty in neural networks in dermoscopy
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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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- Journal Article
- A1
- open access
Learning robots to grasp by demonstration
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Assessing uncertainty for computer assisted skin lesion diagnosis
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- Journal Article
- A1
- open access
Multi-fidelity deep neural networks for adaptive inference in the internet of multimedia things
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- Conference Paper
- C3
- open access
A study on confidence in classification of skin lesions by deep neural networks
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A study on confidence in classification of skin lesions by deep neural networks
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Quantifying uncertainty of deep neural networks in skin lesion classification
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Learning to grasp arbitrary household objects from a single demonstration
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- Conference Paper
- C1
- open access
Visualizing convolutional neural networks to improve decision support for skin lesion classification
(2018) p.1-8 -
- Conference Paper
- C1
- open access
Learning to Grasp from a single demonstration
(2018) p.1-10 -
- Conference Paper
- C1
- open access
Decoupled learning of environment characteristics for safe exploration
(2017) p.1-5