Search Results for author: Sergey Pavlov

Found 2 papers, 2 papers with code

Weakly Supervised Fine Tuning Approach for Brain Tumor Segmentation Problem

1 code implementation • 5 Nov 2019 • Sergey Pavlov, Alexey Artemov, Maksim Sharaev, Alexander Bernstein, Evgeny Burnaev

Segmentation of tumors in brain MRI images is a challenging task, where most recent methods demand large volumes of data with pixel-level annotations, which are generally costly to obtain.

Brain Tumor Segmentation Segmentation +1

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Code

3D Deformable Convolutions for MRI classification

2 code implementations • 5 Nov 2019 • Marina Pominova, Ekaterina Kondrateva, Maksim Sharaev, Sergey Pavlov, Alexander Bernstein, Evgeny Burnaev

Deep learning convolutional neural networks have proved to be a powerful tool for MRI analysis.

Classification General Classification

Paper
Code

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