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researcher

Valentin Samokhin

6 papers hereh-index 29 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author5

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CV3
  • eess.IV2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedThe impact of deep learning aid on the workload and interpretation accuracy of radiologists on chest computed tomography: a cross-over reader study

1 citations · 1 across the 5 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.CV2025

Random Direct Preference Optimization for Radiography Report Generation

Valentin Samokhin, Boris Shirokikh, Mikhail Goncharov +5

Radiography Report Generation (RRG) has gained significant attention in medical image analysis as a promising tool for alleviating the growing workload of radiologists. However, de…

eess.IV2025

M3DA: Benchmark for Unsupervised Domain Adaptation in 3D Medical Image Segmentation

Boris Shirokikh, Anvar Kurmukov, Mariia Donskova +3

Domain shift presents a significant challenge in applying Deep Learning to the segmentation of 3D medical images from sources like Magnetic Resonance Imaging (MRI) and Computed Tom…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.