Oslo Universitetssykehus

Ole-Johan Skrede

Tarjei Sveinsgjerd Hveem

Andreas Kleppe

Håvard Emil Greger Danielsen

Sepp De Raedt

Knut Liestøl

A computer implemented system for determining an overall-classifier for one or more source-histological-images. The system comprising: a first tile generator () configured to generate a plurality of first-tiles () from the one or more source-histological-image (); and a second tile generator () configured to generate a plurality of second-tiles () from the one or more source-histological-images (). The first-area of the first-tiles () is larger than the second-area of the second-tiles (); and the second-resolution of the second-tiles () is higher than the first-resolution of the first-tiles (). The system also includes a machine-learning network () configured to process the plurality of first-tiles () in order to determine a first-classifier (); a machine-learning network () configured to process the plurality of second-tiles () in order to determine a second-classifier (); and a classifier combiner configured to combine the first-classifier () and the second-classifier () to determine the overall-classifier ().

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Oslo, Norway

Ole-Johan Skrede