Automated annotator: capturing expert knowledge for free

Deep learning enabled medical image analysis is heavily reliant on expert annotations which is costly. We present a simple yet effective automated annotation pipeline that uses autoencoder based heatmaps to exploit high level information that can be extracted from a histology viewer in an unobtrusiv...

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Bibliographic Details
Main Authors: Elmes, S, Chakraborti, T, Fan, M, Uhlig, H, Rittscher, J
Format: Conference item
Language:English
Published: IEEE 2021