activity
20172024
most citedStandardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge

309 citations · 311 across the 11 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

eess.IV2021

Systematic Clinical Evaluation of A Deep Learning Method for Medical Image Segmentation: Radiosurgery Application

Boris Shirokikh, Alexandra Dalechina, Alexey Shevtsov +6

We systematically evaluate a Deep Learning (DL) method in a 3D medical image segmentation task. Our segmentation method is integrated into the radiosurgery treatment process and di…

cs.CV2021

Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation

Ivan Zakazov, Boris Shirokikh, Alexey Chernyavskiy +1

Domain Adaptation (DA) methods are widely used in medical image segmentation tasks to tackle the problem of differently distributed train (source) and test (target) data. We consid…