Search Results for author: Elena Ericheva

Found 3 papers, 0 papers with code

End-to-end lung nodule detection framework with model-based feature projection block

no code implementations10 Jun 2021 Ivan Drokin, Elena Ericheva

This paper proposes novel end-to-end framework for detecting suspicious pulmonary nodules in chest CT scans.

Lung Nodule Detection

Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans

no code implementations7 May 2020 Ivan Drokin, Elena Ericheva

Therefore, we developed an algorithm for sampling points from a point cloud constructed from a 3D image of the candidate region.

Data Augmentation

GANs 'N Lungs: improving pneumonia prediction

no code implementations1 Aug 2019 Tatiana Malygina, Elena Ericheva, Ivan Drokin

We propose a novel method to improve deep learning model performance on highly-imbalanced tasks.

Binary Classification Data Augmentation +1

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