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A survey on deep learning in medical image analysis
A survey on deep learning in medical image analysis
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A survey on deep learning in medical image analysis

Litjens, Geert ; Kooi, Thijs ; Bejnordi, Babak Ehteshami ; Setio, Arnaud Arindra Adiyoso ; Ciompi, Francesco ; Ghafoorian, Mohsen ; van der Laak, Jeroen A.W.M. ; van Ginneken, Bram ; Sánchez, Clara I.

Medical image analysis, 2017-12, Vol.42, p.60-88 [Periódico revisado por pares]

Netherlands: Elsevier B.V

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Automatic data augmentation to improve generalization of deep learning in H&E stained histopathology
Automatic data augmentation to improve generalization of deep learning in H&E stained histopathology
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Automatic data augmentation to improve generalization of deep learning in H&E stained histopathology

Faryna, Khrystyna ; van der Laak, Jeroen ; Litjens, Geert

Computers in biology and medicine, 2024-03, Vol.170, p.108018-108018, Article 108018 [Periódico revisado por pares]

United States: Elsevier Ltd

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3
No pixel-level annotations needed
No pixel-level annotations needed
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No pixel-level annotations needed

van der Laak, Jeroen ; Ciompi, Francesco ; Litjens, Geert

Nature biomedical engineering, 2019-11, Vol.3 (11), p.855-856 [Periódico revisado por pares]

England: Nature Publishing Group

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4
Predictive uncertainty estimation for out-of-distribution detection in digital pathology
Predictive uncertainty estimation for out-of-distribution detection in digital pathology
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Predictive uncertainty estimation for out-of-distribution detection in digital pathology

Linmans, Jasper ; Elfwing, Stefan ; van der Laak, Jeroen ; Litjens, Geert

Medical image analysis, 2023-01, Vol.83, p.102655-102655, Article 102655 [Periódico revisado por pares]

Netherlands: Elsevier B.V

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5
Residual cyclegan for robust domain transformation of histopathological tissue slides
Residual cyclegan for robust domain transformation of histopathological tissue slides
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Residual cyclegan for robust domain transformation of histopathological tissue slides

de Bel, Thomas ; Bokhorst, John-Melle ; van der Laak, Jeroen ; Litjens, Geert

Medical image analysis, 2021-05, Vol.70, p.102004-102004, Article 102004 [Periódico revisado por pares]

Netherlands: Elsevier B.V

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6
Diffusion models for out-of-distribution detection in digital pathology
Diffusion models for out-of-distribution detection in digital pathology
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Diffusion models for out-of-distribution detection in digital pathology

Linmans, Jasper ; Raya, Gabriel ; van der Laak, Jeroen ; Litjens, Geert

Medical image analysis, 2024-04, Vol.93, p.103088-103088, Article 103088 [Periódico revisado por pares]

Netherlands: Elsevier B.V

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7
Learning to detect lymphocytes in immunohistochemistry with deep learning
Learning to detect lymphocytes in immunohistochemistry with deep learning
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Learning to detect lymphocytes in immunohistochemistry with deep learning

Swiderska-Chadaj, Zaneta ; Pinckaers, Hans ; van Rijthoven, Mart ; Balkenhol, Maschenka ; Melnikova, Margarita ; Geessink, Oscar ; Manson, Quirine ; Sherman, Mark ; Polonia, Antonio ; Parry, Jeremy ; Abubakar, Mustapha ; Litjens, Geert ; van der Laak, Jeroen ; Ciompi, Francesco

Medical image analysis, 2019-12, Vol.58, p.101547-101547, Article 101547 [Periódico revisado por pares]

Netherlands: Elsevier B.V

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