Tens of images can suffice to train neural networks for malignant leukocyte detection

Abstract Convolutional neural networks (CNNs) excel as powerful tools for biomedical image classification. It is commonly assumed that training CNNs requires large amounts of annotated data. This is a bottleneck in many medical applications where annotation relies on expert knowledge. Here, we analy...

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Bibliographic Details
Main Authors: Jens P. E. Schouten, Christian Matek, Luuk F. P. Jacobs, Michèle C. Buck, Dragan Bošnački, Carsten Marr
Format: article
Language:EN
Published: Nature Portfolio 2021
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Online Access:https://doaj.org/article/61eba0d963d64a72884cde1b14ed2b2a
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