Aleksei Samarin

Statistics

Publications

Citations

146

H-Index

Active since

2020

Affiliations

Saint Petersburg State Electrotechnical University(Current)

ITMO University

St Petersburg University

Aleksei Samarin is an author at Saint Petersburg State Electrotechnical University specializing in deep learning, computer science, and cancer detection.

ORCID

Publications per year

2020–2024

Publications

Two-Staged Self-Attention Based Neural Model For Lung Cancer Recognition

Aleksei Samarin, Alexander Savelev, Valentin Malykh · 2020 · 21 citations

Computing, Computer Science, Oncology +15

One-Staged Attention-Based Neoplasms Recognition Method for Single-Channel Monochrome Computer Tomography Snapshots

Aleksei Samarin, Alexander Savelev, Aleksei Toropov et al. · Pattern Recognition and Image Analysis · 2022 · 20 citations

Medicine, Biomedical Engineering, Radiology +10

LFIEM: Lightweight Filter-based Image Enhancement Model

Oktai Tatanov, Aleksei Samarin · 2021 · 19 citations

Computing, Computer Science, Computer Vision +12

One-Stage Classifiers Based on U-Net and Autoencoder with Attention for Recognition of Neoplasms from Single-Channel Monochrome Computed Tomography Images

Aleksei Samarin, Alexander Savelev, Aleksei Toropov et al. · Pattern Recognition and Image Analysis · 2023 · 17 citations

Medicine, Oncology, Radiology +14

Specialized Non-local Blocks for Recognizing Tumors on Computed Tomography Snapshots of Human Lungs

Aleksei Samarin, Aleksei Toropov, Alina Dzestelova et al. · 2024 · 15 citations

Computing, Computer Science, Oncology +17

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