Search Results for author: Eugenia Soboleva

Found 3 papers, 1 papers with code

Screener: Self-supervised Pathology Segmentation Model for 3D Medical Images

no code implementations12 Feb 2025 Mikhail Goncharov, Eugenia Soboleva, Mariia Donskova, Ivan Oseledets, Marina Munkhoeva, Maxim Panov

Accurate segmentation of all pathological findings in 3D medical images remains a significant challenge, as supervised models are limited to detecting only the few pathology classes annotated in existing datasets.

Anomaly Segmentation Segmentation +1

Anatomical Positional Embeddings

1 code implementation16 Sep 2024 Mikhail Goncharov, Valentin Samokhin, Eugenia Soboleva, Roman Sokolov, Boris Shirokikh, Mikhail Belyaev, Anvar Kurmukov, Ivan Oseledets

We train our APE model on 8400 publicly available CT images of abdomen and chest regions.

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