TRAINING OF MACHINE-LEARNING ALGORITHMS FOR DIGITAL PATHALOGY USING HEALTHY-TISSUE WHOLE SLIDE IMAGES

TRAINING OF MACHINE-LEARNING ALGORITHMS FOR DIGITAL PATHALOGY USING HEALTHY-TISSUE WHOLE SLIDE IMAGES

Various examples of the disclosure pertain to using whole-slide images that depict healthy tissue for a training process for at least one machine-learning algorithm for digital pathology. For instance, an autoencoder neural network can be trained based on the healthy tissue.

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Bibliographische Detailangaben
Hauptverfasser: AICHERT, Andre, BOHNENBERGER, Hanibal, TAMERSOY, Birgi, TEICHMANN, Marvin
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Beschreibung
Zusammenfassung:Various examples of the disclosure pertain to using whole-slide images that depict healthy tissue for a training process for at least one machine-learning algorithm for digital pathology. For instance, an autoencoder neural network can be trained based on the healthy tissue.