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eess.IV2021★ 1 cited
Segmentation of Multiple Myeloma Plasma Cells in Microscopy Images with Noisy Labels
Álvaro García Faura, Dejan Štepec, Tomaž Martinčič +1
A key component towards an improved and fast cancer diagnosis is the development of computer-assisted tools. In this article, we present the solution that won the SegPC-2021 compet…
eess.IV2021
Image Synthesis as a Pretext for Unsupervised Histopathological Diagnosis
Dejan Stepec, Danijel Skocaj
Anomaly detection in visual data refers to the problem of differentiating abnormal appearances from normal cases. Supervised approaches have been successfully applied to different…
eess.IV2021
Unsupervised Detection of Cancerous Regions in Histology Imagery using Image-to-Image Translation
Dejan Stepec, Danijel Skocaj
Detection of visual anomalies refers to the problem of finding patterns in different imaging data that do not conform to the expected visual appearance and is a widely studied prob…